Table of Contents

• A hybrid approach for automated mutation annotation of the extended human mutation landscape in scientific literatureAntonio Jimeno-Yepes, Andrew D. MacKinlay, Natalie Gunn, Christine Schieber, Noel Faux, Matthew Downton, Benjamin Goudey, Richard L. Martin. [doi]
• Surveillance of Pneumonia and Influenza Hospitalizations in Adults using Electronic Health RecordsAngela Chow, Janis Loh, Hanley Ho, Mar-Kyaw Win. [doi]
• Group-Based Trajectory Analysis of HIV-1 PatientsYiying Hu, Xiang Li 0013, Wenqing Lei, Guotong Xie. [doi]
• Detecting Hypoglycemia Incidents from Patients' Secure MessagesJinying Chen, John P. Lalor, Hong Yu. [doi]
• Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus TrialsHansi Zhang, Zhe He 0001, Xing He, Yi Guo, David R. Nelson, François Modave, Yonghui Wu, William R. Hogan, Mattia C. F. Prosperi, Jiang Bian. [doi]
• Multi-Task Correlation-Based Feature Selection for Gene Expression DataKatherine E. Brown, Douglas A. Talbert. [doi]
• From eSource to OneSource: Process and Quality Improvements in the I-SPY 2 TrialAheli Chattopadhyay, Adam L. Asare, Jessica Hong, Thomas P. Bechtold, Michael A. Ibara, Mitra Rocca, Alexander Koorkoff, Karen Kimura, Laura Esserman, Irene S. Dubman. [doi]
• Leveraging Knowledge Representation to Maintain Immunization Clinical Decision SupportJanos L. Mathe, Scott D. Nelson, Stuart Weinberg, Christoph U. Lehmann, András Nádas, Asli O. Weitkamp. [doi]
• Analyzing Medication Error Reports in Clinical Settings: An Automated Pipeline ApproachSicheng Zhou, Hong Kang, Bin Yao, Yang Gong. [doi]
• Towards intuitive NLP: Interactive system for machine teachingOlga V. Patterson, Lalindra De Silva, Brad Adams, Ryan Cornia, Thomas Ginter, Susan L. Zickmund, Scott L. DuVall. [doi]
• In Search of Vital Signs: A Comparative Study of EHR DocumentationBenjamin J. Duncan, Andrew J. Solomon, Lu Zheng, Bradley N. Doebbeling, Stephanie K. Furniss, María Adela Grando, Matthew M. Burton, Karl Poterack, Tim Miksch, Richard Helmers, David R. Kaufman. [doi]
• Development and Implementation of Time in Therapeutic Range Reports Within the Veterans Health AdministrationMichael H. Tran, David Parra, Joy Meier, Christine Clark, Anthony Morreale. [doi]
• Development of data integration and visualization tools for the Department of Radiology to display operational and strategic metricsSantiago Romero-Brufau, Petro M. Kostandy, Kayse Maass Lee, Phichet Wutthisirisart, Mustafa Y. Sir, Brian J. Bartholmai, Mickael Stuve, Kalyan S. Pasupathy. [doi]
• IDeA-CTR Biomedical Informatics Goals and Outcomes after 5 YearsCarol Geary, James C. McClay. [doi]
• RxNav-in-a-Box - A locally-installable version of RxNav and related APIsLee B. Peters, Richard Rice, Olivier Bodenreider. [doi]
• Identifying dominant inpatient trends leveraging electronic physician orders: The Medical Gopher 1993-2016Paul R. Dexter, Jeff S. Warvel, Blaine Y. Takesue. [doi]
• Monitoring Opioid Prescribing BehaviorJason A. Lyman, Bryan Thorne, Rena Morse, David Ling. [doi]
• Comparison of a Skin Assessment Clinical Information Model Against Electronic Health Record Data ElementsKaren M. Bavuso, Melinda Wong, Wai Man Chan, David P. Taylor, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• Evolving Initiatives to Support Structured Data Capture Interoperability for CAP electronic Cancer Checklists (eCC)Keren I. Hulkower, Jaleh Mirza, Varsha Parekh, Sanjeev Baral, Richard Moldwin. [doi]
• Application of Machine Learning Methods to Predict Non-Alcoholic Steatohepatitis (NASH) in Non-Alcoholic Fatty Liver (NAFL) PatientsSuruchi Fialoke, Anders Malarstig, Melissa Miller, Alexandra Dumitriu. [doi]
• MPOC Based on Competencies: Bibliographic Research in Nursing DatabasesJuliana Gomes, Valéria Lima, Maria Grazioli Elisabete, Felipe Mancini. [doi]
• A Testing Framework to Validate SMART on FHIR Apps and CDS Hooks ServicesRichard L. Bradshaw, Brent D. Hill, Damian Borbolla, Phillip B. Warner, Salvador Rodriguez-Loya, David E. Shields, Ryan Cornia, Guilherme Del Fiol, Kensaku Kawamoto. [doi]
• Toward Quality Improvement Through Better Usability: Applying Research on Health Information Design to a Quality Improvement ScorecardPhilip Langthorne, Jason Simeone, Gabriele Brizzi, Leon Rozenblit. [doi]
• Project Tycho 2.0, Towards a FAIR Compliant Repository for Global Population HealthWillem G. van Panhuis. [doi]
• The Mayo Clinic Early Warning Score is superior to MEWS, and nursing pattern recognition can improve its accuracy furtherSantiago Romero-Brufau, Kim Gaines, Matthew Johnson, Joel Hickman, Terry M. Therneau, Jeanne Huddleston. [doi]
• Incorporating Knowledge-Driven Insights into a Collaborative Filtering Model to Facilitate the Differential Diagnosis of Rare DiseasesFeichen Shen, Hongfang Liu. [doi]
• Comparison of Electronic Medication Orders Versus Administration Records for Identifying Prevalence of Postoperative Nausea and VomitingTheresa A. Koleck, Suzanne Bakken, Nicholas P. Tatonetti. [doi]
• Integrative Analysis of DNA Methylation and RNA-Seq Data for Biomarker Detection of EndometriosisSadia Akter, John Bromfield, Katherine Pelch, Gil Wilshire, Sarah Crowder, Danny J. Schust, Bret Barrier, J. Wade Davis, Susan C. Nagel, Trupti Joshi. [doi]
• Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLPNa Hong, Andrew Wen, Majid Rastegar-Mojarad, Sunghwan Sohn, Hongfang Liu, Guoqian Jiang. [doi]
• Ensemble-based Methods to Improve De-identification of Electronic Health Record NarrativesYoungjun Kim, Paul M. Heider, Stéphane M. Meystre. [doi]
• Patients Journey in Primary Healthcare Centers: A Time and Motion StudyAbdulrahman Jabour. [doi]
• Retrospective analysis of health claims to evaluate pharmacotherapies with potential for repurposing: Association of bupropion and stimulant use disorder remissionEmily R. Hankosky, Heather M. Bush, Linda P. Dwoskin, Daniel R. Harris, Darren W. Henderson, Guo-Qiang Zhang 0001, Patricia R. Freeman, Jeffery C. Talbert. [doi]
• Validation of a Novel Approach to Triage Victims of an Irritant Gas Syndrome Mass Casualty IncidentJoan Marie Culley, Jane V. Richter, Jean Craig, Sara Belle Donevant, Abbas Tavakoli, Erik Svendsen, Salvatore DiNardi. [doi]
• Prospective Evaluation of the Real-world Performance of a Machine Learning Algorithm to Predict 30-Day Readmissions in Patients with Heart Failure Using Electronic Medical Record DataSujay S. Kakarmath, Sara Bersche Golas, Jennifer Felsted, Takuma Shibahara, Hideo Aoki, Mika Takata, Ken Naono, Joseph Kvedar, Kamal Jethwani, Stephen Agboola. [doi]
• Ontologies Enabling Non-image Data Queries in The Cancer Imaging ArchiveJonathan P. Bona, Tracy S. Nolan, Dillon Gibson, Mathias Brochhausen. [doi]
• Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity RecognitionYonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan. [doi]
• Designing a Telehealth-Guided Alternative Delivery Model for Emergency Medical ServicesJames R. Langabeer II, Michael G. Gonzalez, Guy Gleisberg, Andrew S. Winburn, Tiffany Champagne-Langabeer. [doi]
• NASA's GeneLab: An Integrated Omics Data Commons and WorkbenchDaniel C. Berrios, Sylvain Costes, Peter B. Tran. [doi]
• Evaluating the Usability and Usefulness of Medication Therapy Management Clinical Decision Support for Community PharmacistsMargie E. Snyder, Omolola A. Adeoye, Julie Diiulio, Stephanie A. Gernant, Heather Jaynes, William R. Doucette, Alissa L. Russ. [doi]
• Catalog of Mobile and Web-based Health AppsDavid P. Taylor, Karen M. Bavuso, Melinda Wong, Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• Improving Expressivity in EHR Data Retrieves - Focus on Improving eCQMsAnne Smith, Jamie Lehner, Lisa Anderson, Kathy A. Lesh, Floyd Eisenberg. [doi]
• Flipping the Model for Biomedical Informatics ResearchBrett R. South, Kristine Lynch, Michael E. Matheny, Julie A. Lynch, Olga Efimova, Catherine Chanfreau-Coffinier, Olga V. Patterson, Benjamin Viernes, Scott L. DuVall. [doi]
• Integrating Documentation of Broad Consent for Research Biosamples into the Clinical WorkflowStephanie E. Soares, Nick Anderson, Leslie J. Solis, Javier E. Lopez. [doi]
• HIV Case-Based Surveillance in Africa Using OpenMRS and OpenHIEBurke W. Mamlin, Theresa Cullen. [doi]
• DataScope - Enabling Scientific Mashups for Data Exploration, Hypothesis Generation, and Visual Analytics from Large Biomedical and Clinical DatasetsSapoonjyoti Duttaduwarah, Ganesh R. Iyer, Shamim Nemati, Ashish Sharma. [doi]
• Identifying Non-Clinical Patient Messages Using Naive BayesPhilip Ingram, Rom Srinivasan, Patrick Grennan, John Schrom. [doi]
• Assessing Domain Knowledge among Personnel in an Academic Research Center Focused on Precision Symptom Self-Management and Data ScienceJacqueline Merrill, Patricia W. Stone, Kathleen T. Hickey, Suzanne Bakken. [doi]
• The Healthcare Services Platform Consortium (HSPC) SMART on FHIR Developer's SandboxScott P. Narus. [doi]
• Identifying Clinical Notes with Likely Documentation of Social and Behavioral Determinants of HealthOliver Bear Don't Walk, Jason Zucker, Peter Gordon, Noemie Elhadad, Daniel J. Feller, Bharat Srikishan, Michael T. Yin. [doi]
• Notifying VA Primary Care Providers of Acute Care Events outside the VA Health System: Perceptions from VeteransBrian E. Dixon, Brian W. Porter, Kenneth S. Boockvar. [doi]
• Notes from the Field: Real-World Clinical Information Exchange between Electronic Health RecordsKaren H. Wang, Erica Moreira, Todd Kawecki, Amy C. Justice, Marcella Nunez-Smith, Cynthia Brandt, Nitu Kashyap. [doi]
• Development of Patient Safety Pictograms to Provide Tailored Patient Care Information on an Inpatient Portal and Bedside DisplayKumiko O. Schnock, Jenzel Espares, Jeffrey L. Schnipper, David W. Bates, Patricia C. Dykes. [doi]
• Visualization of SNOMED CT to Support Cluster Analysis for Knowledge Generation, Translational Research, and Precision HealthMarcia Bowen, James Moody, Eric Monson, Robert McCarter, Rachel L. Richesson. [doi]
• Fast and Accurate Adverse Drug Event labeling without a GPUKelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall, Olga V. Patterson. [doi]
• Use of an early warning system with gradual alerting reduces time to therapy in acute inpatient deteriorationSantiago Romero-Brufau, Jordan Kautz, Kim Gaines, Curt Storlie, Matthew Johnson, Joel Hickman, Jeanne Huddleston. [doi]
• Improving Care Delivery in Nursing Homes with InformaticsMustafa Ozkaynak, Blaine Reeder, Gregory L. Alexander, Edmond Ramly, Rupa S. Valdez. [doi]
• The Healthcare Services Platform Consortium: building a marketplace for healthcare applicationsKenneth S. Rubin, Peter J. Haug, Stanley M. Huff, Steve Hasley, Rick Freeman. [doi]
• Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CTHao Liu, James Geller, Michael Halper, Yehoshua Perl. [doi]
• Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-Based ApproachesSunghwan Sohn, Debra J. Jacobson, Chun Fan, Jennifer L. St. Sauver. [doi]
• Critical Patient Generated Health Data Alerts: Design and Implementation of a Closed-Loop Symptom Alerting and Communication SystemOlga Strachna, Erdeta Bani, Daniel M. Stein, Peter D. Stetson. [doi]
• Analysis of Public Health Guidance for Infectious Diseases to Enable Location-Aware Clinical Decision SupportJean F. Louis, Leah R. Yingling, Guilherme Del Fiol, Catherine J. Staes. [doi]
• Electronic Medical Record Enhancement to Improve Beta-lactam Allergy DocumentationNatasha Pettit, Anish Choksi, Cynthia Nguyen, Jennifer Pisano, Jessica Ridgway. [doi]
• Developing a Testing Procedure to Select Model Updating MethodsSharon E. Davis, Robert A. Greevy, Michael E. Matheny. [doi]
• Design and Evaluation of Low-fidelity Prototype Visual Displays for Multiple Hospital-Acquired ConditionsBlaine Reeder, Britney Sutcliffe, Cynthia Drake, Mary Beth Flynn Makic, R. Gritz Mark, Heidi L. Wald. [doi]
• High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWASKatherine P. Liao, Jiehuan Sun, Tianrun Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer Huffman, Jessica L. Gronsbell, Lauren Costa, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu, Tianxi Cai. [doi]
• High rate of Falls Risk Screening with Minimal Staff Training using Context Aware Clinical Decision SupportMatt Rafalski, John Gill, Luke Barron, Channing Cochran. [doi]
• Smartphone Ownership and Use of Mobile Health Technologies for Self-Management of Heart FailureSpyros Kitsiou, Antonio Nieto, Atreya Mishra, Ben S. Gerber, Thomas Stamos. [doi]
• Does treating periodontal disease improve the risk for and outcomes of systemic disease? An opportunity for public health informatics researchHeather L. Taylor, Titus K. Schleyer. [doi]
• connecTPL: A Tool for Connecting Drugs and Publications to their Clinical TrialsKrysten Harvey, Andrew M. Malty, Samuel M. Rubinstein, Jeremy L. Warner. [doi]
• A Secure Texting Quality Improvement Pilot Intervention for Young Adults with Severe Mental IllnessNicole M. Benson, Kirsten Bolton, Peggy Worden, Susan Szulewski, Alisa B. Busch. [doi]
• Designs to Support Informed Hospitalized PatientsMaher Khelifi, Shefali Haldar, Sonali R. Mishra, Calvin R. Apodaca, Erin Beneteau, Ari H. Pollack, Wanda Pratt. [doi]
• Comparing Frequency of Diagnoses from Electronic Medical Record to Insurance InstitutionsKatie S. Bickett, Timothy D. Imler. [doi]
• JustoCat Pet Robot and Patient Care: A Study of Benefits Provided to Elderly Dementia Patients, Caregivers and Health Care ProvidersCassie Breen, Isabelle Bichindaritz, Sarah K. Colletta, Orion Roeder. [doi]
• Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patientsTrang T. Le, Nigel O. Blackwood, Jaclyn N. Taroni, Weixuan Fu, Matthew K. Breitenstein. [doi]
• Is it Fake News? The Accuracy of Medical Reports in Popular Media Compared to their Original Sources in PubMedTobenna Nwankwo, Paul A. Fontelo. [doi]
• Imparting Basic Clinical Knowledge to Non-Clinical Health Informatics Students in the Collaborative Knowledge Management EraPrabhu R. Shankar, Mark Carroll. [doi]
• Machine-Learning-Based Triage System for Emergency DepartmentJaeyong Yu, Gabyong Jeong, Wonchul Cha. [doi]
• Benchmarking Information Retrieval for Precision Oncology: the TREC Precision Medicine TrackKirk Roberts, Dina Demner-Fushman, Ellen M. Voorhees, William R. Hersh, Steven Bedrick, Alexander J. Lazar, Shubham Pant. [doi]
• Development of a Mobile App to Aid Communication in the Maternity WardAmir Mehdizadeh, Bengisu Tulu, Robert Curtis, Scott Friedlander, Andrew Gelinas, Christopher C. Hammer, Anthony E. Perullo, Ryan Callery. [doi]
• Have you heard the one about the doctor who went into the exam room took care of the patient and walked out?J. Marc Overhage, Titus K. Schleyer, Shaun J. Grannis, Allan Fong, Raj M. Ratwani. [doi]
• Interactive Cost-benefit Analysis: Providing Real-World Financial Context to Predictive AnalyticsMark Weiner, Wasiq Sheikh, Harold P. Lehmann. [doi]
• Characterizing the Utilization of the Problem List for Pediatric Trauma CareAshimiyu Durojaiye, Nicolette M. McGeorge, Kristen Webster, Cagla Oruc, Ayse P. Gurses. [doi]
• Implementing Electronic Health Records in Psychiatric Settings: Lessons From the FieldAlisa B. Busch, John Luo, Todd Peters. [doi]
• Development and Validation of Clinical Decision Support (CDS) Mobile App Framework: From What-To-Do into What-To-KnowJoongheum Park. [doi]
• An Electronic Phenotyping Algorithm for Automated Cohorting of Patients with Severe Acute Respiratory Distress SyndromeAbhinav Agrawal, Molly Stewart, Jamie S. Hirsch, John Chelico, Shameer Khader, Negin Hajizadeh. [doi]
• Clustering of Care Trajectories Finds Clinically Meaningful Patterns for Patients with Noncancerous Thyroid NodulesNick Zaborek, Joseph Imbus, David F. Schneider. [doi]
• Online evaluation of PubMed's new relevance search algorithmNicolas Fiorini, Zhiyong Lu. [doi]
• Use of Electronic Health Record to Predict Family Relationships for Phenome-wide ResearchXiayuan Huang, Robert C. Elston, John Mayer, Zhan Ye, Yuqi He, David Page, Scott J. Hebbring. [doi]
• Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of PrematurityAaron S. Coyner, Ryan Swan, James M. Brown, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John P. Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang. [doi]
• Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease ClassificationChengliang Yang, Anand Rangarajan 0001, Sanjay Ranka. [doi]
• Automated Population of an i2b2 Clinical Data Warehouse using FHIRHarold R. Solbrig, Na Hong, Shawn N. Murphy, Guoqian Jiang. [doi]
• Lessons Learned from an EHR-Based Population Health Datamart: Southeastern Diabetes Initiative (SEDI)Ursula A. Rogers, Shelley A. Rusincovitch, Matthew Phelan, Nigel B. Neely, Benjamin A. Goldstein. [doi]
• Representing Cancer Case Report Forms Using HL7 FHIRRobinette Renner, Harold R. Solbrig, Guoqian Jiang. [doi]
• Representing Drug Classes for Mitigating Concurrently Applied CPGsMartin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier. [doi]
• Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical NotesKevin Lybarger, Meliha Yetisgen, Mari Ostendorf. [doi]
• Comparison of Drug Classifications for Antidiabetic Agents in Real-World DataAmanda Yoho, Srikanth Sivashankaran, Hyuna Yang, Vishrawas Gopalakrishnan. [doi]
• Setting Expectations with Health Information Technology: Analysis and Design of Tools to Improve Patient DischargeTheresa E. Fuller, Elizabeth Cook, Denise Pong, Michael Pardo, Nate Bessa, Robert Boxer, Jeffrey L. Schnipper, Anuj L. Dalal. [doi]
• Design, Development, and Implementation of Interactive Patient-centered Tools to Engage Patients and Caregivers in Discharge PreparationAnuj K. Dalal, Theresa E. Fuller, Elizabeth Cook, Denise Pong, Michael Pardo, Nate Bessa, Robert Boxer, Jeffrey L. Schnipper. [doi]
• Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression ManagementEnea Parimbelli, Szymon Wilk, Stephen P. Kingwell, Pavel Andreev, Wojtek Michalowski. [doi]
• RoundAbout: An EHR-Integrated App to Facilitate Family-Centered RoundsJessica Herstek, Keesha Brooks, Simmy King, Priti Bhansali. [doi]
• Applying Machine Learning to Linked Administrative and Clinical Data to Enhance the Detection of Homelessness among Vulnerable VeteransEmily Brignone, Jamison D. Fargo, Rebecca K. Blais, Adi V. Gundlapalli. [doi]
• Predicting Intramuscular Injection of Antipsychotics in the Psychiatric Emergency ServiceMatthew A. Oberhardt, Dianna Dragatsi, David K. Vawdrey, Sean Luo. [doi]
• Breast cancer recurrence data preparation and prediction algorithm developmentBorim Ryu, Sungwoon Choi, Sehyun Kim, Sooyoung Yoo, Sungroh Yoon, Jeong-Whun Kim. [doi]
• Comparison of videography and clinician documentation in the ICU: What types of activity does the EHR accurately measure?Sarina Fazio, Nick Anderson, Jason Y. Adams. [doi]
• Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERSJiayi Tong, Jing Huang, Jingcheng Du, Yi Cai, Cui Tao, Yong Chen. [doi]
• Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Element Model for Narrative Medication Error ReportsBin Yao, Hong Kang, Ju Wang, Sicheng Zhou, Yang Gong. [doi]
• DeepChild: Hospitalization Prediction via Neural NetworkXianlong Zeng, Soheil Moosavinasab, Enju Lin, Yungui Huang, Chang Liu, Simon Lin. [doi]
• Drug Informatics Studio: An Ontology-based Integrative Research Environment for Clinical InformaticsShyh-Huei Chen, Lynn S. Huang, Ryan Barnard, Fang-Chi Hsu, Barry I. Freedman, Jing Su. [doi]
• Functional Analysis of Written Communication Needs for Inpatient ProvidersEvan W. Orenstein, Naveen Muthu, Subha L. Airan-Javia. [doi]
• Communication Technology Use and Preferences for Pregnant Women and Their CaregiversMegan Shroder, Shilo H. Anders, Marian Dorst, Gretchen Purcell Jackson. [doi]
• Unsupervised Learning of an Advanced Illness Cohort to Develop Patient Stratification ModelsRaj Brar, Shameer Khader, Abraham Saraya, Kevin Bock, Michael I. Oppenheim, John Chelico, Jamie S. Hirsch. [doi]
• Lexically Grounded Ontologic Frames for Medical NLPRicky K. Taira, Omolola Ogunyemi, Hyeoneui Kim. [doi]
• Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised LearningDaniel J. Feller, Jason Zucker, Oliver Bear Don't Walk, Bharat Srikishan, Roxana Martinez, Henry Evans, Michael T. Yin, Peter Gordon, Noemie Elhadad. [doi]
• Utility of General and Specific Word Embeddings for Classifying Translational Stages of ResearchVincent Major, Alisa Surkis, Yindalon Aphinyanaphongs. [doi]
• Public willingness to share networked health informationJodyn Platt, Mina Raj, Grace Trinidad, Sharon L. R. Kardia. [doi]
• Clinical Concept Value Sets and Interoperability in Health Data AnalyticsSigfried Gold, Andrea Batch, Robert C. McClure, Guoqian Jiang, Hadi Kharrazi, Rishi Saripalle, Vojtech Huser, Chunhua Weng, Nancy K. Roderer, Ana Szarfman, Niklas Elmqvist, David Gotz. [doi]
• Derivation of expert consensus rules for missing antimicrobial susceptibility dataProtiva Rahman, Erinn Hade, Arnab Nandi 0001, Preeti Pancholi, Mark Lusberg, Kurt Stevenson, Courtney L. Hebert. [doi]
• Design of a Catalog to Manage Clinical Decision Support Assets and DependenciesMelinda Wong, Karen Bavuso, David P. Taylor, Roberto A. Rocha, Wai Man Chan, Saverio M. Maviglia. [doi]
• Implementing EHR-Based Measures of Care Coordination in an Accountable Care OrganizationAllison B. McCoy, Yongkang Zhang, Alisha Monnette, Mark Diana. [doi]
• Information Extraction for Data Population in Lung Cancer Clinical ResearchLiwei Wang, Lei Luo, Yanshan Wang, Jason A. Wampfler, Ping Yang, Hongfang Liu. [doi]
• Mobile Health Usage over Time among Adults with Atrial Fibrillation using ECG Technology for Self-MonitoringMeghan J. Reading, Kathleen T. Hickey, Jacqueline A. Merrill. [doi]
• Low Screening Rates for Diabetes Mellitus Among Family Members of Affected RelativesFernanda C. Polubriaginof, Ning Shang, George Hripcsak, Nicholas P. Tatonetti, David K. Vawdrey. [doi]
• Using Claims and Electronic Health Record Data for Describing Obesity among Patients in a Safety-Net Healthcare SystemAndre Cassell, Siran Koroukian, Heather Beaird, David C. Kaelber. [doi]
• Developing an informatics framework for responding to an outbreak of Burkholderia cenocepaciaMatthew A. Oberhardt, Lisa Saiman, William Greendyke, Alexandra Hill-Ricciuti, David K. Vawdrey, Yoko Furuya. [doi]
• Representing Patient Medication History with SymbolsAnne Woods. [doi]
• Modeling the Complexity and Dynamics of the Malaria Research Collaboration Network in Benin: papers indexed in the Web Of Science (1996-2016)Roseric G. Azondekon. [doi]
• Evaluating the Association between Features of Hospital Caregiver Networks and Inpatient Length of StayYoonyoung Park, Panagiotis Karampourniotis, Issa Sylla, Amar Das. [doi]
• Qualitative Analysis of an Evidence-based Fall Prevention Toolkit: Fall TIPSMegan S. Duckworth, Srijesa Khasnabish, Ann C. Hurley, Patricia C. Dykes. [doi]
• In-Home Technology Training to Reduce Social Isolation Among Older Adults: Preliminary Findings from the Tech Allies ProgramJessica Fields, Anupama G. Cemballi, Cathy Michalec, Debbie Uchida, Heather DeSmidt, Anna Chodos, Courtney R. Lyles. [doi]
• CDS Connect: Authoring and Sharing Interoperable Clinical Decision Support for Opioids and Pain ManagementShafa Al-Showk, Chris Moesel, Edwin A. Lomotan, Shane Hickey, Sharon Sebastian, Steven Bernstein, Richard Ricciardi. [doi]
• The Linchpin of Interoperability: Challenges and Solutions to Patient Record MatchingRobert S. Rudin, Shaun J. Grannis, Micky Tripathi, Jeffery Smith, Ben Moscovitch. [doi]
• Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of PainRaniah Aldekhyyel, Michael Pitt, Bruce Lindgren, Genevieve B. Melton. [doi]
• Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record SystemAndrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran. [doi]
• Leveraging Electronic Health Records for Identification of Features Associated with Sudden Death for Hypertrophic Cardiomyopathy PatientsSungrim Moon, Sijia Liu 0002, Sujith Samudrala, Jane L. Shellum, Jeffrey B. Geske, Peter Noseworthy, Steve Ommen, Rajeev Chaudhry, Rick Nishimura, Hongfang Liu, Adelaide M. Arruda-Olson. [doi]
• EMIRS: An Electronic Medical Information Retrieval System by Leveraging both Structured and Unstructured Electronic Health RecordsYanshan Wang, Andrew Wen, Sijia Liu 0002, Hongfang Liu. [doi]
• Social Media Based Analysis of Opioid Epidemic Using RedditSheetal Pandrekar Mangesh, Xin Chen 0022, Gaurav Gopalkrishna, Avi Srivastava, Mary M. Saltz, Joel H. Saltz, Fusheng Wang. [doi]
• Building a Digital Biobank Technology Platform for Military Precision MedicineMichael Holmes, Ruth Brenner, Jameson D. Voss, Caterina Lasome, Pavithra Shivakumar, Ezekiel Maier. [doi]
• Improving breast cancer risk prediction by using demographic risk factors, abnormality features on mammograms and genetic variantsShara Feld, Kaitlin M. Woo, Roxana Alexandridis, Yirong Wu, Jie Liu, Peggy L. Peissig, Adedayo A. Onitilo, Jennifer Cox, David Page, Elizabeth S. Burnside. [doi]
• A systematic comparison of contemporary automatic speech recognition engines for conversational clinical speechJodi Kodish-Wachs, J. Marc Overhage, Patrick Kenny III, Emin Agassi. [doi]
• Development of a Standardized Data Format in Cardiology through Collaborations between Medical Informaticians and CardiologistsMasaharu Nakayama, Kazuya Takehana, Takahide Kohro. [doi]
• The Role of Information Technologies in Sickle Cell Disease Support SystemsAmol Utrankar, Whitney Allen, Laurie L. Novak, Adetola A. Kassim, Gretchen Purcell Jackson, Michael DeBaun, Robert M. Cronin. [doi]
• ADEPT: An End-to-End System for High-Throughput PharmacovigilanceAlon Geva, Jason P. Stedman, Guergana Savova, Chen Lin, Shannon F. Manzi, Paul Avillach, Kenneth D. Mandl. [doi]
• Reference Standard Development to Train Natural Language Processing Algorithms to Detect Problematic Buprenorphine-Naloxone TherapyCelena B. Peters, Fran Cunningham, Hong Yu, Adam Gordon, Cedric L. Salone, Jessica Zacher, Ronald Carico, Jianwei Leng, Nikolh Smith-Nemard, Weisong Liu, Sophia Lu, Emily Druhl, Tina Huynh, Zachary Burningham, Feifan Liu, Brian Sauer. [doi]
• InfoSAGE: Supporting Elders and Families through Online Family NetworksYuri Quintana, Darren Fahy, Bradley H. Crotty, Ruchira Jain, Eli Kaldany, Maxwell Gorenberg, Lewis A. Lipsitz, Diane Engorn, Jorge A. Rodriguez, Alex Orfanos, Adarsha S. Bajracharya, Juan Henao, May Adra, David Skerry, Warner V. Slack, Charles Safran. [doi]
• Construction of PEPPER: Prenatal Exposure Pubmed ParsERMary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch. [doi]
• The Association Between State-Level Health Information Exchange Laws and Hospital Participation in Community Health Information OrganizationsBrittany L. Brown-Podgorski, Katy Ellis Hilts, Joshua R. Vest, Bita A. Kash, Cason D. Schmit. [doi]
• An Exploration of the Terminology of Clinical Cognition and ReasoningJames J. Cimino, Ziran Li, Chunhua Weng. [doi]
• Learning about Life-Saving Interventions to Predict the Risk of Acute Organ FailuresDae-Hyun Lee, Meliha Yetisgen, Eric Horvitz. [doi]
• Personalizing Health Behaviors using Machine LearningJennifer Turgiss. [doi]
• Opportunities to Improve Methods for Increasing Participation in Cancer Clinical TrialsLynette Hammond Gerido, Zhe He 0001. [doi]
• CDA-compliant section annotation of German-language discharge summaries: Guideline development, annotation campaign, section classificationChristina Lohr, Stephanie Luther, Franz Matthies, Udo Hahn. [doi]
• Mixed Methods Assessment of Technological and Health Needs for the Development of a Community-based Information System to improve Child and Maternal Health in Amazonian Remote CommunitiesCatharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil. [doi]
• Validating relational information displays of clinical performanceZach Landis-Lewis, Dahee Lee, John Rincon, Veena Panicker. [doi]
• Implementation of a System for Privacy-Protecting Methods to Conduct Automatable Regression Analysis in a Distributed Health Data NetworkJessica Malenfant, Qoua L. Her, Sarah Malek, Yury Vilk, Darren Toh. [doi]
• Barriers to Use of an Acute Care Patient Portal: Subgroup Analysis from a Randomized TrialLisa V. Grossman, Ruth M. Masterson Creber, Beatriz Ryan, Fernanda C. Polubriaginof, Min Qian, Irma J. Alarcon, Susan Restaino, Suzanne R. Bakken, David K. Vawdrey. [doi]
• Guideline-driven data quality assessment- A case study of warfarin managementXiao Dong, Yaoyun Zhang, Hua Xu, Chunhua Weng. [doi]
• Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD)Yang Gu, Gondy Leroy, Sydney Pettygrove, Maureen K. Galindo, Margaret Kurzius-Spencer. [doi]
• Evaluating the Effectiveness of a Real-Time Automated Patient Screening System in an Emergency Department via Time-and-Motion MethodologyJudith W. Dexheimer, Monica Bermudez, Stephanie Kennebeck, Stacey Liddy-Hicks, Yizhao Ni. [doi]
• Biomarkers in Prostate and Breast Cancers: Leading Causes of Malignancies in Men and WomenPaul A. Fontelo, Fang Liu 0007. [doi]
• Patient consent policies for state health information exchange and level of provider exchangeNate C. Apathy, Christopher A. Harle. [doi]
• Natural Language Processing for the Identification of Silent Brain Infractions from Neuroimaging ReportsSunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu. [doi]
• A Review of Interventions for Loss of Situation Awareness in HealthcareRoni Matin, Robert E. Murphy, Amy Franklin, Todd R. Johnson. [doi]
• Genetic Mutations Associated with Histopathology Changes in Kidney CancerJun Cheng, Zhi Han, Qianjin Feng, Liang Cheng, Jie Zhang, Kun Huang. [doi]
• Towards a Meaningful Measure of Patient Engagement: The Association Between a Patient Engagement "Vital Sign" and Healthcare OutcomesBenjamin I. Rosner, William N. Anderson, Patrick H. Conway. [doi]
• Development of a Return to Work Tool for Primary Care Providers for Patients with Low Back Pain: A Pilot StudyIsmail Nabeel, Lisanne C. Cruz. [doi]
• An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, TogetherElliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina. [doi]
• Application of computer vision and machine learning for patterns' detection and automatic anxiety recognition in driversWagner G. Bastos, Gisele Gotardi, Martina Navarro, Sergio T. Rodrigues, Marcelo P. Guimarães, Felipe Mancini. [doi]
• Electronic Health Record Timestamps as a Measure of Resident Provider ActivityAdam C. Dziorny, Evan W. Orenstein, Robert B. Lindell, Nicole Hames, Bimal R. Desai. [doi]
• Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the ProcessChristopher Norman, Mariska Leeflang, Aurélie Névéol. [doi]
• Data Science in Biomedical Informatics Education: Critical Problems and Innovative SolutionsHarry Hochheiser, Javed Mostafa, Nils Gehlenborg, Shannon K. McWeeney, Valerie Florance. [doi]
• Workflow Challenges of a Mobile Clinical Decision Support System (SmartStart) for Prenatal ClinicsMustafa Ozkaynak, Bonnie Gance-Cleveland, Kevin Gilbert, Ayda Kebapci, Noel Metcalf, Heather Aldrich. [doi]
• Harmonizing Flowsheet Datasets Across EHRs for a Multi-Site StudyBrittany Couture, Jeffrey G. Klann, Kenrick Cato, Christopher Knaplund, Min-Jeoung Kang, Patricia C. Dykes, Sarah A. Collins. [doi]
• Integration of Clinical Decision Support and Electronic Clinical Quality Measurement: Domain Expert Insights and Implications for Future DirectionPolina V. Kukhareva, Charlene R. Weir, Catherine J. Staes, Damian A. Borbolla, Stacey Slager, Kensaku Kawamoto. [doi]
• Using Topic Modeling to Identify Relationship between LPA Variant and Disease PhenotypesJuan Zhao, QiPing Feng, Patrick Wu, Joshua C. Denny, Wei-Qi Wei. [doi]
• Detecting the Presence of an Individual in Phenotypic Summary DataYongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley Malin. [doi]
• Point of Ordering Clinical Decision Support for Rapid HIV TestingRyan W. Novince, Johnbuck Creamer, Tammy Robinson, David C. Kaelber. [doi]
• Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative RecordsYufan Guo, Joy T. Wu, Tyler Baldwin, David Beymer, Vandana Mukherjee, Tanveer F. Syeda-Mahmood. [doi]
• FABLE: A Semi-Supervised Prescription Information Extraction SystemCarson Tao, Michele Filannino, Özlem Uzuner. [doi]
• Mining Interesting, Non-Redundant Healthcare TrajectoriesRina Singh, Jeffery Graves, Susan E. Piras, Lemuel R. Waitman, Michael Prittie, Douglas A. Talbert. [doi]
• Using Demographic Factors and Comorbidities to Develop a Predictive Model for ICU Mortality in Patients with Acute Exacerbation COPDSukrit S. Jain, Indra Neil Sarkar, Paul Stey, Rajsavi S. Anand, Dustin R. Biron, Elizabeth S. Chen. [doi]
• Asthma Onset Prediction Using Structured EMR DataYang Xiang, Jun Xu 0007, Jingcheng Du, Degui Zhi, Cui Tao. [doi]
• Increasing UMLS Coverage and Reducing Ambiguity via Automated Creation of Synonymous TermsFrançois-Michel Lang, James G. Mork, Dina Demner-Fushman, Alan R. Aronson. [doi]
• Should parents see teens' medical records? Answers change when people are prompted to consider teens' risky behaviorJessica S. Ancker, Marianne Sharko, Matthew K. Hong, Hannah Mitchell, Lauren Wilcox. [doi]
• A Cross-Cohort Query System for the National Sleep Research Resource (NSRR)Licong Cui, Guo-Qiang Zhang 0001. [doi]
• Complete Patient Privacy via Comprehensive Privacy for AllMehmet Kayaalp. [doi]
• Identifying Similar Non-Lattice Subgraphs in Gene Ontology based on Structural Isomorphism and Semantic Similarity of Concept LabelsRashmie Abeysinghe, Xufeng Qu, Licong Cui. [doi]
• Design and Implementation of a Secure Computing Environment for Analysis of Sensitive Data at an Academic Medical CenterPeter Oxley, John Ruffing, Thomas R. Campion Jr., Terrie R. Wheeler, Curtis L. Cole. [doi]
• Users' views on how a Commercial CPOE System could be optimizedRachel Fraser, Phillip D. Hall, Clare L. Tolley, Ignacio Ricci-Cabello, Sarah P. Slight. [doi]
• Social Responsibility Practices of EHR Vendors: An Analysis of Disclosures in Annual Corporate Reports and WebsitesBrian R. Jackson. [doi]
• Searching for Health Information Quality Indicators While Seeking CuresKira Zhovnirovskii, David R. Kaufman, Catherine A. Smith, Anita C. Murcko, Alla Keselman. [doi]
• A Preliminary Study of Clinical Concept Detection Using Syntactic RelationsManabu Torii, Elly W. Yang, Son Doan. [doi]
• Implementation and Validation of an e-Solution for Managing Documentation of Critical Result NotificationKyungsook Gartrell, Helen Mayberry, Paul A. Fontelo, Gwenyth R. Wallen, Caitlin W. Brennan. [doi]
• Technology, Informed Consent, and Genomic Research: Powering Scale and AdaptabilityFuad Abujarad, Megan Doerr, Michelle Meyer, Stephanie A. Kraft, Tiffani J. Bright. [doi]
• Differentially Private Sanitization of ECG Time SeriesLiyue Fan, Luca Bonomi. [doi]
• Modeling MedDRA terms search cognitive task to design a pharmacovigilance report search toolRomaric Marcilly, Laura Douze, Cédric Bousquet, Sylvia Pelayo. [doi]
• The Role of Technology in Health Information Seeking Behaviors and Preferences of a Diverse Multi-Lingual CohortElaine C. Khoong, Gem Le, Mekhala Hoskote, Natalie Rivadeneira, Robert Hiatt, Urmimala Sarkar. [doi]
• Nurses' Time Allocation and Multitasking of Nursing Activities: A Time Motion StudyPo-Yin Yen, Marjorie M. Kelley, Marcelo A. Lopetegui, Abhijoy Saha, Jacqueline Loversidge, Esther M. Chipps, Lynn Gallagher-Ford, Jacalyn Buck. [doi]
• Development of an AI empowered Electronic Molecular Tumor Board Application Connected Utilizing the SMART on FHIR FrameworkNhan V. Do, J. J. Bono, Nathanael Fillmore, Andrew J. Zimolzak, Brett R. Johnson, Frank Meng, Danne C. Elbers, Robert Hall, Samuel Ajjarapu, Mary T. Brophy, Peter L. Elkin. [doi]
• Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled LearningJose D. Posada, Lingyun Shi, Sergio M. Castro, Shyam Visweswaran, Neal D. Ryan, Henk Harkema, Rich Tsui. [doi]
• An Assessment of Clinical Workflow and Healthcare Team Communication for Implementation of HIV Testing Clinical GuidelineYuddha Phuyal, Dongwen Wang. [doi]
• Preliminary Validation of Prediction of Poor Outcome in Initially Stable Upper Gastrointestinal Bleeding ED Patients Using Multiple Machine Learning AlgorithmsBeomHee Park, Ilsan Woo, Won-Young Kim, Namkug Kim, Dongwoo Seo. [doi]
• Factors Affecting the Use of Electronic Health Records by Physician: A Pilot StudySiru Liu, Jialin Liu, Yong Li. [doi]
• FAMcare: A MICU Room-to-Mobile System - Supporting the Communication Needs of FamiliesAnthony Faiola, Joanna Abraham. [doi]
• Assessing NLP Accuracy: Focus on Anatomic PathologyLaura A. Evans, Jack London, Matvey B. Palchuk. [doi]
• Bridging the Language Gap in Patient Portal Messaging: An Evaluation of Google TranslateJorge A. Rodriguez, Alan Fossa, Brian Herrick. [doi]
• Healthcare Social Question Answering ServicesBlooma M. John, Nilmini Wickramasinghe. [doi]
• Leveraging Horizontal Density Differences between Ontologies to Identify Missing Child Concepts: A Proof of ConceptVipina Kuttichi Keloth, Zhe He 0001, Yan Chen 0009, James Geller. [doi]
• Natural Language Processing of Electronic Provider Notes to Detect Psychiatric Illness and Substance Use among HIV-Positive PatientsJessica Ridgway, Ellen Almirol, Tomasz Oliwa, John Schneider. [doi]
• Char2Vec: Learning the Semantic Embedding of Rare and Unseen Words in the Biomedical LiteratureSyed-Amad A. Hussain, Soheil Moosavinasab, Emre Sezgin, Yungui Huang, Simon Lin. [doi]
• Preliminary Evaluation of a Microsoft HoloLens Augmented Reality Visualization of Mastectomy Specimens During Breast ReconstructionKrista M. Nicklaus, Brian Tsang, Mary Catherine Bordes, Fatima A. Merchant, Summer E. Hanson, Gregory P. Reece, Mia K. Markey. [doi]
• Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge RegressionMatthew C. Lenert, Colin G. Walsh. [doi]
• Noisy-Or Risk Allocation Model for Causal InferenceAmelia J. Averitt, Adler J. Perotte. [doi]
• Privacy-preserving biomedical data dissemination via a hybrid approachYichen Jiang, Chenghong Wang, Shuang Wang 0002. [doi]
• Utilizing Consumer Health Posts to Identify Underlying Factors Associated with Patients' Attitudes towards AntidepressantsMaryam Zolnoori, Kin Wah Fung, Paul A. Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Virginia C. Stoffel, Timothy B. Patrick. [doi]
• Applications for Improving Patient Care that Utilize Customized Common Data Models and Data Visualization TechniquesEdward A. Kolb, Erin L. Crowgey, Daniel Eckrich, Samuel L. Volchenboum. [doi]
• Hierarchical Attention-Based Prediction Model for Discovering the Persistence of Chronic Opioid Therapy from a large Clinical DatasetRamón Maldonado, Mark Sullivan, Meliha Yetisgen, Sanda M. Harabagiu. [doi]
• Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical NotesPrakash Adekkanattu, Evan Sholle, Joseph J. DeFerio, Jyotishman Pathak, Stephen B. Johnson, Thomas R. Campion Jr.. [doi]
• Effect of Default Order Set Settings on Telemetry Ordering: Helping Residents Choose More WiselyDavid M. Rubins, Robert Boxer, Adam Wright. [doi]
• Machine Learning Predictable Inpatient Lab Results for High-Value CareSanthosh Balasubramanian, Jason Hom, Shivaal Roy, Jonathan H. Chen. [doi]
• A Computable Phenotype Library Plugin for i2b2Yu Zhang, Michele Morris, Shyam Visweswaran. [doi]
• The Need for Guidance and Consistency in Adolescent Privacy Policies: A Survey of CMIOsLauren Wilcox, Marianne Sharko, Matthew K. Hong, Julie Hollberg, Jessica S. Ancker. [doi]
• Recovery in My Lens: A Study on Stroke VlogsYu Chen 0008, Kingsley Travis Abel, Steven C. Cramer, Kai Zheng 0002, Yunan Chen. [doi]
• The Quality of Clinical Quality Assessments using Clinical Quality Measures (CQMs)Jan Marie Andersen, Thomas Agresta, Beata Labunko, Sarah Oravecz. [doi]
• Sequencing EHR for Disease SubtypingPo-Hsiang Chiu, Ning Shang, Chunhua Weng. [doi]
• Data-Driven Discovery of Models for Predicting Septic Shock in the Intensive Care UnitVijetha Vemulapalli, Christopher R. Yee, Niven R. Narain, Viatcheslav R. Akmaev. [doi]
• Automatic Genetic Risk Assessment Calculation Using Breast Cancer Family History Data from the EHR compared to Self-ReportMargaret Sin, Julia McGuinness, Meghna S. Trivedi, Alejandro Vanegas, Thomas B. Silverman, Katherine Crew, Rita Kukafka. [doi]
• Unveiling Elements of Genomic Architecture with Genome Wide Chromatin Conformation CaptureAakash Sur, Jackie McDonald, Bryan Jensen, William S. Noble, Peter J. Myler. [doi]
• An Informed Consent Tool Starting with the PatientFuad Abujarad, Sandra Alfano, Peter Peduzzi, Geoffrey Chupp. [doi]
• Automating Cancer Stage Calculations using Structured Data Capture and Web ServicesRichard Moldwin, Keren I. Hulkower, Jennifer Seiffert, Joseph D. Rogers, Laura Vega Meyer, Martin Madera, Sanjeev Baral, Shailendra Bajracharya. [doi]
• Factors Associated with the Decision-making of Home Care Patients with Heart Failure regarding Initiation of Telehealth ServicesKyungmi Woo, Dawn Dowding. [doi]
• Evaluating Utilization and Effectiveness of a Pneumonia Order-Set Using Cerner PowerInsightBehnam Nia Vahdati. [doi]
• A Scalable Health Information Platform for Efficient Pre-Screening and Consenting of Patients for Enrollment in Research StudiesKedar Radhakrishna, Vipul Kashyap, Vish Anantraman, Rajani Julooru, Ismael Rodriguez, Eitan Kimchi, Jan Horsky, John Chelico. [doi]
• Learning for Biomedical Named Entity Recognition Without Manual AnnotationsOmid Ghiasvand, Rohit J. Kate. [doi]
• An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural RepresentationKyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang 0016. [doi]
• A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality PredictionQingxiong Tan, Andy Jinhua Ma, Huiqi Deng, Vincent Wai-Sun Wong, Yee Kit Tse, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Ching Ling Jessica Yuet, Francis Chan Ka-Leung, Pong C. Yuen. [doi]
• Evaluation of adherence to follow-up protocol with primary care providers after hospital visitsElliott C. Fox, Ianita Zlateva, Sharon Taylor, My Tong Phuong, Katie Lainas, Mary Blankson. [doi]
• Panel: Collaborative Science Within Academic Medical Centers: Opportunities and Challenges for InformaticsJustin Starren, William R. Hersh, Christopher Longhurst, Philip R. O. Payne. [doi]
• A roadmap of transition to health independence: A patient-centered study of self-management and digital-health solutions among teens with chronic conditionsEmre Sezgin, Monica Weiler, Anthony Weiler, Simon Lin. [doi]
• The Duke Health Data Science Internship Program: Integrating the Educational Mission into Real-World ResearchShelley A. Rusincovitch, Lisa Wruck, Ricardo Henao, Larisa Rodgers, Allison Dunning, Peter Merrill, Hillary Mulder, Robert Overton, Matthew Phelan, Erich Huang, Lawrence Carin, Michael J. Pencina. [doi]
• Trial by FHIR: Development of a SMART on FHIR Clinical Trial Matching Application for Precision Oncology in the Veterans Health AdministrationRobert Hall, J. J. Bono, Thomas P. Bechtold, Elly J. Cohen, Nhan V. Do, Peter L. Elkin. [doi]
• Toward Large-scale and Multi-facet Analysis of First Person Alcohol DrinkingHadi Amiri, Kara M. Magane, Lauren E. Wisk, Guergana Savova, Elissa R. Weitzman. [doi]
• Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural NetworksXinyuan Zhang, Sicheng Zhou, Luca Giancardo, Cui Tao. [doi]
• Risk Prediction for One-Year Transplant-Free Survival following Pre-Norwood Procedure Based on the Pre-Operative DataAli Jalali, Jacquelin Peck, Nhue Do, Monesha Gupta, Sharon Ghazarian, Mohamed A. Rehman, Jeff Jacobs, Luis M. Ahumada. [doi]
• Creating a Culture of Mobility: Using Real-Time Assessment to Drive OutcomesSarah Kappel. [doi]
• Improving Spelling Correction with Consumer Health TerminologyChris J. Lu, Dina Demner-Fushman. [doi]
• Integrating Care Between Two Health Systems: Identifying Active Dual Consumers of DoD and VA Health ServicesNorman Stone, Neris Nieves-Robbins, James C. Tessier, Thomas A. Neal, David Schmidt, Jacob Aaronson, Henry Ogoe, Keith D. Hofmann, Casey Kangas, Karl J. Stiller, Helga E. Rippen, Lauren Thompson. [doi]
• Automated Mapping of Laboratory Tests to LOINC Codes using Noisy Labels in a National Electronic Health Record System DatabaseSharidan K. Parr, Thomas A. Lasko, Alvin D. Jeffery, Matthew S. Shotwell, Michael E. Matheny. [doi]
• Local Control: a microaggregation methodology for performing bias-corrected reproducible observational studies across data silos while protecting patient privacyNicolas R. Lauve, Stuart J. Nelson, Sidney S. Young, Robert L. Obenchain, Christophe G. Lambert. [doi]
• Augmentation and Automated Reconciliation of External Immunization Information in an Electronic Health RecordNicholas Riley, Peter J. Greco, David C. Kaelber. [doi]
• Multiple Factors Drive Opioid Prescribing at the Time of DischargeLisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie. [doi]
• A Framework of Key Domains and EHR-Based Measures of Care Coordination in an Accountable Care OrganizationAlisha Monnette, Mark Diana, Yongkang Zhang, Allison B. McCoy. [doi]
• Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's DiseaseXi Zhang, Lifang He 0001, Kun Chen 0002, Yuan Luo, Jiayu Zhou, Fei Wang. [doi]
• Documentation of clinical notes in the EHR: free text versus structured styleGuadalupe Escuti Caballero. [doi]
• Natural Language Processing at Scale - Perspectives from Five Healthcare OrganizationsRebecca Crowley Jacobson, Wendy W. Chapman, Hongfang Liu, Olga V. Patterson, Daniel S. Zisook. [doi]
• Real World Database for Validation of Units for Clinical Laboratory TestsVojtech Huser, Doyeop Kim, Ajit Londhe. [doi]
• Secure Clinical Text Messaging for Cancer Care Team CommunicationKeri Martin, Aaron Ostrovsky, You Jr Chung, Alexandria Fatata, Hector De Jesus Alvarez, Melissa Zimmermann, Tham Nguyen, Patrick Hilden, Janet Mak, MaryAnn Connor, Daniel M. Stein. [doi]
• Cognitive Load During Walking Can Be Predicted from Gait Measurements with High AccuracyPritika Dasgupta, Ervin Sejdic. [doi]
• Population-level Comparison of Diagnostic Data Collected in EHRs versus Insurance ClaimsHadi Kharrazi, Xiaomeng Ma, Elyse C. Lasser, Thomas Richards, Jonathan P. Weiner. [doi]
• Term Weighting Analysis Based on Taxonomy for the Classification of Medical Procedures into the Unified Terminology of Supplemental HealthEluizio H. Barretto, Diogo F. Patrão, Márcia Ito. [doi]
• Workflow for Developing i2b2 Ontologies from Source Terminologies in ACTCharles D. Borromeo, Bill Shirey, Michele Morris, Yu Zhang, Malarkodi Samayamuthu, Shyam Visweswaran. [doi]
• How Sustainable are Biomedical Ontologies?James Geller, Vipina Kuttichi Keloth, Mark A. Musen. [doi]
• A Common Web Interface Provides Access to Clinical Databases Using REDCap and PythonMichael Concato, Charles Lu, Farah Kidwai, Cynthia Brandt, Kei Cheung. [doi]
• Push Button Population Health Data: Extending the HL7 FHIR Standard to Support Bulk Data ExportDaniel Gottlieb, Joshua C. Mandel, Grahame D. Grieve, Wayne Kubick, Charles Jaffe, Kenneth D. Mandl. [doi]
• Surgical supply value-based initiatives powered through the development of a procedure-commodity ontology: A case study in total hip arthroplastyGregory William Hruby, Jasvant Poeran, Jebakumar Jebakaran, Carlos Maceda, Darwin Chen, Madhu Mazumdar. [doi]
• Evaluation of Locally Defined Laboratory Test Names within an Electronic Medical Record SystemSina Madani, Bryant Ferguson, Scott D. Nelson, Asli O. Weitkamp. [doi]
• Trust Bubble: A Secure and Privacy-Preserving Framework for Data and Personnel Sharing in Diverse Health NetworksJosephine Lamp, Robert A. Greenes, Edward H. Shortliffe. [doi]
• A Socio-Behavioral Determinants of Health analytics tool to activate patients in their health journeyEran Simhon, Reza Sedeh Sharifi, Jin Liu, Cecilia Meijer. [doi]
• Accuracy of the Epic Sepsis Prediction Model in a Regional Health SystemTellen D. Bennett, Seth Russell, James King, Lisa Schilling, Chan Voong, Nancy Rogers, Bonnie Adrian, Nicholas Bruce, Debashis Ghosh. [doi]
• Finding medication doses in the literatureDina Demner-Fushman, James G. Mork, Willie J. Rogers, Sonya E. Shooshan, Laritza M. Rodriguez, Alan R. Aronson. [doi]
• CLAMP-PA: A machine learning based pre-annotation pipeline for corpus construction of clinical conceptsYaoyun Zhang, Qiang Wei, Jingqi Wang, Hua Xu. [doi]
• Using Feedback Intervention Theory to Guide Clinical Dashboard DesignDawn Dowding, Jacqueline A. Merrill, David Russell. [doi]
• Daily Monitoring and Detection of Anomalous Alerts in Clinical Decision SupportSoumi Ray, Dustin S. McEvoy, Skye Aaron, Adam Wright. [doi]
• Social Media for Family Wellness: Social Comparison and MotivationMinjin Rheu, Wei Peng, Kuo-Ting Huang Tim. [doi]
• Using RxNav for drug analytics - How to interpret obsolete drug identifiers?Olivier Bodenreider, Lee B. Peters. [doi]
• Veterans Health Information Exchange: Successes and Challenges of Nationwide InteroperabilityMargaret Donahue, Omar Bouhaddou, Nelson Hsing, Todd Turner, Glen Crandall, Joseph R. Nelson, Jonathan R. Nebeker. [doi]
• Building Data Capacity for Patient-Centered ResearchScott R. Smith, Susan Lumsden, Prashila Dullabh, Daniella Meeker, Beth Johnson. [doi]
• A visualization approach to improve medication safety: Association between medication prescribing and decision-making informationAkiko Shibuya, Jimpei Misawa, Yukihiro Maeda, Rie Ichikawa, Teruyoshi Hishiki, Yoshiaki Kondo. [doi]
• Detection of Stereotypical Motor Movements in Autism using a Smartwatch-based SystemHillol Sarker, Allison Tam, Morgan Foreman, Nicholas Fay, Murtaza Dhuliawala, Amar Das. [doi]
• Construction of Drug Repurposing-oriented Alzheimer's Disease OntologyFang Li, Jingcheng Du, Guozheng Rao, Cui Tao. [doi]
• Assessing Healthcare Providers' Views on Learning More About Clinical InformaticsPhillip D. Hall, Clare L. Tolley, Ignacio Ricci-Cabello, Rachel Fraser, Sarah P. Slight. [doi]
• Modified t-SNE With Distance Hierarchies to Obtain More Predictive Results in Healthy Singaporean PopulationPieter Derdeyn, Kendyl Douglas. [doi]
• Enhancing a Commercial EMR with an Open, Standards-Based Publish-Subscribe InfrastructureScott P. Narus, Noman Rahman, Darren K. Mann, Shan He, Peter J. Haug. [doi]
• Interoperable Apps and Services to Extend the EHR: Perspectives on Current State and Future Vision from Leading Vendors and Healthcare SystemsKensaku Kawamoto, Kevin Shekleton, Isaac Vetter, Scott P. Narus. [doi]
• Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug ReactionsSanjoy Dey, Ping Zhang 0016, Mohamed Ghalwash, Zach Shahn, Daby Sow. [doi]
• Implementing Electronic Case Reporting: an Overview of Utah's Pilot Participation in Digital BridgeShan He, Joel Hartsell, Robert G. Harmon, Kirsten Hagemann, Darren K. Mann, Sidney N. Thornton. [doi]
• Negotiating the Changing Digital Health Information Ecosystem in the Era of Fake Health NewsDavid R. Kaufman, Catherine S. Smith, Alla Keselman, Anita C. Murcko. [doi]
• A Generalizable Smartphone-Based Clinical Research PlatformZachary G. Wyner, Juliane S. Reynolds, Chayim Herzig-Marx, Shyam Deval, Adam Rauch, Jeffrey S. Brown, Predrag V. Klasnja, Sascha Dublin, David Martin. [doi]
• Decision Support to Help Identify Patients with Chronic Obstructive Pulmonay Disease ExacerbationR. Scott Evans, Jim Lloyd, Vrena B. Flint, Benjamin D. Horne, Susan Rea, Dave Collingridge, Steven Abplanalp, Ali Fazili Ahmed, Denitza Blagev. [doi]
• Providers' Perspectives on Sharing Health Information through Acute Care Patient PortalsLisa V. Grossman, Ruth M. Masterson Creber, Beatriz Ryan, Susan Restaino, Irma J. Alarcon, Fernanda C. Polubriaginof, Suzanne Bakken, David K. Vawdrey. [doi]
• Health Indexing of Infectious Disease in China: A Snapshot of 31 ProvincesYi Ruby Wan, Wenxiao Jia. [doi]
• Disease comorbidity-guided drug repositioning: a case study in schizophreniaQuangQiu Wang, Rong Xu. [doi]
• Machine Learning Assisted Custom Lab Order Sets CreationGaurika Tyagi, Adetomiwa O. Oguntuga, Morgan Harrell, Alina Bogdanov, Nam Nguyen. [doi]
• Design and Implementation of a Novel Electronic Health Record Tool to Enhance the Care of Individuals with Cystic Fibrosis: The CF Note TemplateDavid Leander. [doi]
• Innovative Informatics Research and Practice in the Era of Commercial Electronic Health Records: Our Experience Using EpicAdam Wright, David W. Bates, Andrew D. Auerbach, Asli O. Weitkamp, Eric S. Kirkendall. [doi]
• A Systematic Review and Proposed Validation Study to Evaluate the Accuracy of ICD Codes for the Identification of Chlamydia, Gonorrhea, and SyphilisSaurabh Rahurkar, Yenling A. Ho, Brian E. Dixon, Guoyu Tao, Janet N. Arno. [doi]
• Effectiveness of Nursing Interventions based on Nursing Outcomes using Standardized Nursing Languages: An Integrative ReviewSena Chae, Hyunkyoung Oh, Sue Moorhead. [doi]
• Crowdsourcing Clinical Chart ReviewsJoseph Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley Malin, Thomas A. Lasko, Daniel Fabbri. [doi]
• Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic ReviewLiliana Laranjo, Adam G. Dunn, Huong Ly Tong, A. Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera. [doi]
• Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and PracticesLuca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser. [doi]
• Discovering Drivers of Mortality in Severe Acute Respiratory Distress Syndrome: An Investigation using Machine Intelligence MethodsShameer Khader, Imroze Shaheen, Molly Stewart, Yalini Senathirajah, Jamie S. Hirsch, John Chelico, Negin Hajizadeh. [doi]
• Precision Medicine: matching cancer patients with clinical trialsMichele Filannino, Kahyun Lee, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner. [doi]
• Developing a national dashboard to help manage the opioid epidemic using toxicology laboratory results dataDiane Janowiak, Jason Wolfgang, Bill Robinson, Titus Schleyer. [doi]
• Surveillance Methods for EHR Safety Hazards: A Panel DiscussionNaveen Muthu, Allan Fong, Daria F. Ferro, Evan W. Orenstein. [doi]
• Characterizing One Super User's Data Within A Persuasive Guided mHealth Application: What Can We Learn?Scott M. Sittig, Sahiti Myneni, Jing Wang, M. Sriram Iyengar, Amy Franklin. [doi]
• Informatics Challenges, Solutions, and Opportunities for Public Health Electronic Case ReportingJohn W. Loonsk, Catherine J. Staes, Joe Jackson, John Stamm. [doi]
• Dynamic Questionnaire Generation for Efficient Patient Search of TrialsCong Liu, Chi Yuan, Eric Pua, Paul Harris, Chunhua Weng. [doi]
• Goal-driven management of interacting clinical guidelines for multi-morbidity patientsAlexandra Kogan, Samson W. Tu, Mor Peleg. [doi]
• Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use CaseDax M. Westerman, Fern FitzHenry, Michael E. Matheny, Michele L. LeNoue-Newton, Claudio A. Mosse, Ian Maurer, Matthew Stachowiak, Justin A. Yeakley, James Cole, Regina M. Thomas, Mia A. Levy. [doi]
• Clinical Document Classification Using Labeled and Unlabeled Data Across HospitalsHamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu. [doi]
• Natural Language Processing for Extracting Colorectal Polyp Information from Electronic Medical RecordsLia Harrington, Arief A. Suriawinata, Todd A. MacKenzie, John H. Higgins, Saeed Hassanpour. [doi]
• Phenotyping through Semi-Supervised Tensor Factorization (PSST)Jette Henderson, Huan He, Bradley Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho. [doi]
• Patient Portal Usage May Not Affect Patient SatisfactionBeiqun Zhao, Marlene Millen, Rebecca A. Marmor, Christopher Longhurst. [doi]
• Developing a RadLex-based Name Entity Recognition Tool for Mining Free-Text Radiology ReportsShintaro Tsuji, Andrew Wen, Guoqian Jiang. [doi]
• Interactive Data Visualization to Promote Self-Initiated Quality Improvement in Emergency Medical SystemsRachel Stemerman. [doi]
• The Use of General Health Apps Among Users with Specific Conditions: Why College Women with Disordered Eating Adopt Food Diary AppsElizabeth V. Eikey, Kayla M. Booth, Kai Zheng 0002, Yunan Chen. [doi]
• Information Retrieval with V-EVA: Vanderbilt EHR Voice AssistantYaa A. Kumah-Crystal, Dan Albert, Timothy Coffman, Apperson Johnson, Jesse Young, Chet Rogers, Peter Shave, Christoph U. Lehmann. [doi]
• Finding Warning Markers: Automated Risk Assessment for School ViolenceYizhao Ni, Drew Barzman, Alycia Bachtel, Marcus Griffey, Kenneth Lin, Michael Sorter. [doi]
• Generalized Extraction and Classification of Span-Level Clinical PhrasesTyler Baldwin, Yufan Guo, Vandana Mukherjee, Tanveer F. Syeda-Mahmood. [doi]
• Methods and Tools to Enhance Rigor and Reproducibility of Biomedical ResearchHalil Kilicoglu, Aurélie Névéol, Timothy Clark, Hua Xu 0001, Neil R. Smalheiser. [doi]
• Path analysis on Clinicians' Mobile Electronic Medical Record Usage PatternsJi Soh Yeong, Sanghyuk Jung, Kyunga Kim, Woh Cha chul. [doi]
• Achieving Less Screen Time & More Patient Contact: Implementation of a New Documentation Workflow for Pediatric ICU ResidentsCameron Escovedo. [doi]
• Leveraging the emerging Decision Modeling Notation (DMN) for Clinician-friendly Rules Authoring: A DemonstrationVipul Kashyap, Edson Tirelli, Denis Gagné. [doi]
• Wrong-Patient Errors among Siblings of Multiple Births in the Neonatal Intensive Care UnitHojjat Salmasian, Jo R. Applebaum, Robert A. Green, David K. Vawdrey, Clyde B. Schechter, William N. Southern, Jason S. Adelman. [doi]
• Exploring Mutational Heterogeneity in the GENIE Tumor Database Using Visual AnalyticsJeremy L. Warner, Samuel M. Rubinstein, Julie Wu, Emmanuel A. Santillana, Suresh K. Bhavnani. [doi]
• Monitoring Changes to Clinical Decision Support LogicSkye Aaron, Dustin McEvoy, David M. Rubins, Adam Wright. [doi]
• Mobile Health (mHealth) Interventions Used by Cancer Survivors to Improve Lifestyle Behavior: An Integrative ReviewMarjorie M. Kelley, Jennifer Kue, Lynne Brophy, Andrea Peabody, Po-Yin Yen, Randi E. Foraker, Sharon Tucker. [doi]
• Exploring Older Adults' Strengths, Problems, and Wellbeing Using De-identified Electronic Health Record DataGrace Gao, David S. Pieczkiewicz, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Sasank Maganti, Robin Austin, Mary Kreitzer Jo, Katherine A. Todd, Karen A. Monsen. [doi]
• Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric HospitalizationAnastasiya Nestsiarovich, Aurélien J. Mazurie, Nathaniel G. Hurwitz, Berit Kerner, Stuart J. Nelson, Annette S. Crisanti, Mauricio Tohen, Ronald Krall, Douglas J. Perkins, Christophe G. Lambert. [doi]
• A qualitative study to understand features and contextual factors influencing clinicians' response to a clinical decsion support alert in a pragmatic randomized control trialLaurie J. Pencille, Dawn Finnie, Maya E. Kessler. [doi]
• Detecting Current Episodes of Cholecystitis-related Pain from Veterans Affairs Clinical Notes using Natural Language ProcessingDanielle L. Mowery, Luke Martin, Brett R. South, Ellen Morrow, William Peche, Eric Wiesner, Wendy W. Chapman, Benjamin S. Brooke. [doi]
• Analyzing Real-World Use of Research Common Data ElementsVojtech Huser, Liz Amos. [doi]
• Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappingsAnthony N. Nguyen, Donna L. Truran, Madonna Kemp, Bevan Koopman, David Conlan, John O'Dwyer, Ming Zhang, Sarvnaz Karimi, Hamed Hassanzadeh, Michael Lawley, Damian J. Green. [doi]
• Data-driven Optimization of Order Sets Within an Electronic Health Record SystemTahir Rizvi, Soyeon Yoon, Hao Shi, Hyun Nam Su, Huaizhu O. Gao, Victoria Tiase, Robert Leviton, Yiye Zhang. [doi]
• Supporting Cognitive Processes within Clinical Chart Review and Note CreationAndrew J. Solomon, Brett Dinner, Robert A. Greenes, David R. Kaufman, Yael Ozair, Sanna Naveed, Tarryn Falls, Tristan Le, Kristan Hodge. [doi]
• Comparing Machine Learning Algorithms to Predict Falls of Community Dwelling Older AdultsRumei Yang, Joseph M. Plasek, Andrew Wilson, Mollie R. Cummins, Katherine A. Sward. [doi]
• Canary: an Information Extraction Platform for Researchers and CliniciansShervin Malmasi, Alexander Turchin. [doi]
• Clinical Documentation in Electronic Health Record Systems: Analysis of Similarity in Progress Notes from Consecutive Outpatient Ophthalmology EncountersAbigail Huang, Michelle R. Hribar, Isaac H. Goldstein, Brad Henriksen, Wei-Chun Lin, Michael F. Chiang. [doi]
• A Hospital-tethered Mobile Personal Health Records: Comparison of Patient Engagement Function Usage Pattern According to Version-upYura Lee, Yu Rang Park, Jae-Ho Lee, Ji-Young Kim, Jeonghoon Kim, Woo-Sung Kim. [doi]
• A "bottom up" data driven approach to curating electronic order setsRon C. Li, Jason K. Wang, Christopher Sharp, Jonathan H. Chen. [doi]
• Cross-Sectional Study of the Health Informatics Job Market Using Visual Basic Code and Keyword AnalysisGarrett W. Larson. [doi]
• Association Between Infections and Alzheimer's DiseaseNegin Asadzadehzanjani, Sanja Avramovic, Farrokh Alemi. [doi]
• Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information TechnologiesJohn D. D'Amore, Omar Bouhaddou, Sandra Mitchell, Chun Li, Russell Leftwich, Todd Turner, Matthew Rahn, Margaret Donahue, Jonathan R. Nebeker. [doi]
• Information Needs and Requirements for Decision Support in Primary Care: An Analysis of Chronic Pain CareChristopher A. Harle, Nate C. Apathy, Robert L. Cook 0002, Elizabeth C. Danielson, Julie Diiulio, Sarah M. Downs, Robert W. Hurley, Burke W. Mamlin, Laura G. Militello, Shilo H. Anders. [doi]
• Approaches to Link Geospatially Varying Social, Economic, and Environmental Factors with Electronic Health Record Data to Better Understand Asthma ExacerbationsSherrie Xie, Blanca E. Himes. [doi]
• Identification of Data Science Applications to Data Management in a Biomedical Imaging Research CenterAdriana Johnson, Jenna Schabdach, Lauren Rost, Harry Hochheiser. [doi]
• Identifying cases of metastatic prostate cancer using machine learning on electronic health recordsMartin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard. [doi]
• Gambler: A Computerized Health Utility Assessment ToolAdeboye A. Adejare, Mark H. Eckman. [doi]
• Tabular Model for Structuring Cancer Treatment GuidelinesLexly Cruz, Tiffany Toor, Andrew Nguyen. [doi]
• Enhancing Identification of Relation Arguments in SemRepGraciela Rosemblat, Dongwook Shin, Halil Kilicoglu. [doi]
• When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication AlertsThomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Frank Drews, Teresa Taft, Heidi Kramer, Charlene R. Weir. [doi]
• System Demonstration: Integration of Patient Reported Outcomes with Electronic Health Records - the EASI-PRO ProjectJustin Starren, Daniella Meeker, Kenneth D. Mandl, Guo-Qiang Zhang 0001, Alyssa White, Raheel Sayeed, Daniel Gottlieb, Alex Wormuth, Welmoed Van Deen, Shiqiang Tao. [doi]
• EHR Extraction of Longitudinal Exposure to Proton Pump InhibitorsAndrea H. Ramirez, Elliot M. Fielstein, QiPing Feng, Henry Ong, Jonathan S. Schildcrout, Yaping Shi, Joshua C. Denny, Josh F. Peterson. [doi]
• Towards the semantic enrichment of Computer Interpretable Guidelines: a method for the identification of relevant ontological termsManuel Quesada-Martínez, Mar Marcos, Francisco Abad Navarro, Begoña Martínez-Salvador, Jesualdo Tomás Fernández-Breis. [doi]
• What Makes Us Care: Analyzing Trends and Topics of Public Interests in HPV Vaccines over a DecadeJessie Chin, Chieh-Li Chin, Anoosheh Ghazanfari, Bing Liu, Alan Schwartz, Rachel Caskey. [doi]
• Applying Blockchain Technology for Health Information Exchange and Persistent Monitoring for Clinical TrialsYan Zhuang, Lincoln Sheets, Zonyin Shae, Jeffrey J. P. Tsai, Chi-Ren Shyu. [doi]
• Engaging Hospitalized Patients with Personalized Health Information: A Randomized Trial of an Acute Care Patient PortalRuth M. Masterson Creber, Lisa V. Grossman, Beatriz Ryan, Fernanda C. Polubriaginof, Min Qian, Susan Restaino, Suzanne R. Bakken, George Hripcsak, David K. Vawdrey. [doi]
• Prediction of Initiation of Vasopressor Administration in Emergency Department Patients at Risk of Septic ShockVaresh Prasad, James C. Lynch, Trent Gillingham, Saurav Nepal, Michael R. Filbin, Andrew T. Reisner, Thomas Heldt. [doi]
• Exploring mHealth Intervention Designs to Engage Low-Income, Minority Adults with Type 2 Diabetes in Self-MonitoringMeghan J. Reading, Elizabeth M. Heitkemper, Maichou Lor, Lena Mamykina. [doi]
• Computable Phenotypes to Identify Atrial Fibrillation from Electronic Medical RecordsAlanna M. Chamberlain, Peter Noseworthy, Lin Y. Chen, Susan A. Weston, Ruoxiang Jiang, Wesley T. O'Neal, Véronique L. Roger, Álvaro Alonso. [doi]
• An Applied Framework in Support of Shared Decision Making about BRCA Genetic TestingThomas B. Silverman, Gilad J. Kuperman, Alejandro Vanegas, Margaret Sin, Jill Dimond, Katherine Crew, Rita Kukafka. [doi]
• Linking Section Labels with Biomedical Relations in SemMedDBDongwook Shin, Halil Kilicoglu. [doi]
• Family Planning, FHIR, and the Office of Population Affairs: Creating Interoperability Standards for Large-scale Public Health ProgramsSusan A. Matney, Steve Hasley, Robert M. Handzel, Bret S. E. Heale. [doi]
• Coupling Electronic Health Record Tobacco Screening to Direct Messaging Quitline eReferrals Augments Tobacco Documentation and Cessation EffortsDavid C. Kaelber, Daniel Li, Eileen Seeholzer, Yasir Tarabichi, Susan Flocke. [doi]
• A Conceptual Framework and Approach for Integration of Population and Patient-Level Electronic Data to Address Social Determinants of Health within Veterans Health Administration's Patient Centered Medical HomeElham Hatef, Kelly Searle, Zachary Predmore, Elyse C. Lasser, Hadi Kharrazi, Philip Sylling, Karin Nelson, Stephan D. Fihn, Jonathan P. Weiner. [doi]
• The Making of an Interactive EHR Usability Change PackageLaura H. Marcial, Aaron Z. Hettinger, Stephanie Rizk, Shari Lambert, Jonathan S. Wald. [doi]
• Defining and Developing a Generic Framework for Monitoring Data Quality in Clinical ResearchLauren Houston, Ping Yu, Allison Martin, Yasmine C. Probst. [doi]
• Developing Healthy Coping Features Tailored for Seniors Older Than 70 Years with Diabetes: An Exercise List, an Activity List, and a Mood ScaleQing Ye, Uzma Z. Khan, Suzanne Austin Boren, Eduardo C. Simões, Min Kim. [doi]
• Geographical Access to Hospitals in the USA and BrazilFabrício S. P. Kury, Gregory T. Brown, Raymond Francis Sarmiento, Raymonde Charles Y. Uy, Paul A. Fontelo. [doi]
• Assessing Information Congruence of Documented Cardiovascular Disease between Electronic Dental and Medical RecordsJay S. Patel, Danielle L. Mowery, Anand Krishnan, Thankam P. Thyvalikakath. [doi]
• Patient Education on FHIR - A Local Implementation of a Cloud-based Patient Education Portal in an EHR using Open Platform APIsNathan C. Hulse, Jaehoon Lee, Martin Brownell. [doi]
• Augmenting community-level social determinants of health data with individual-level survey dataMin Hyung Kim, Yiye Zhang, Jessica S. Ancker. [doi]
• Impact of EHR Usability on Provider Efficiency and Patient Safety - A Literature ReviewJamie N. Cole, Shreya Paithankar, Günter Tusch, Raymond Higbea, Marie Vanderkooi. [doi]
• Must We Bust the Trust?: Understanding How the Clinician-Patient Relationship Influences Patient Engagement in SafetySonali R. Mishra, Shefali Haldar, Maher Khelifi, Ari H. Pollack, Wanda Pratt. [doi]
• What's Limiting Pediatric Primary Care Provider Personal Health Record Practice and Utilization?Kisha H. Hawthorne, Anthony A. Luberti, Erin Sladek, Patricia Lee, Lorraine Richards. [doi]
• A Comparison of Existing Methods to Detect Weight Data Errors in a Pediatric Academic Medical CenterDanny T. Wu, Karthikayan Meganathan, Matthew Newcomb, Yizhao Ni, Judith W. Dexheimer, Eric S. Kirkendall, Stephen A. Spooner. [doi]
• Using model classifications as quantitative traits to estimate stroke heritabilityPhyllis Thangaraj, Fernanda C. Polubriaginof, Benjamin Kummer, Rami Vanguri, Tal Lorberbaum, Joseph D. Romano, Kayla Quinnies, Alexandre Yahi, Mitchell Elkind, Nicholas P. Tatonetti. [doi]
• Theory-informed Design of Patient Portal Multimedia Tutorials for Older AdultsYuqi He. [doi]
• Systems Demonstration: Towards a Services Oriented Platform for Combined Radiology-Pathology Image Analysis and InterpretationTahsin M. Kurç, Joel H. Saltz, Fred W. Prior, Ashish Sharma 0001. [doi]
• Natural Language Processing to Detect High Information Findings for Patients at risk of Missed DiagnosisTzu-I Yang, Chia-Ching Chou, Kavishwar B. Wagholikar, Mitchell J. Feldman, Henry C. Chueh. [doi]
• Clinician Perspectives on Duplicate Medication Ordering ErrorsJoanna Abraham, Imade Ihianle, Rishabh G. Choudhari, Alan Jarman, Thomas George Kannampallil, William L. Galanter. [doi]
• Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical CareSarah A. Collins, Brittany Couture, Min-Jeoung Kang, Patricia C. Dykes, Kumiko O. Schnock, Christopher Knaplund, Frank Y. Chang, Kenrick Cato. [doi]
• State Machine for Modeling Sepsis Risk in the Emergency DepartmentSamuel McDonald, Karen H. Wang, DuWayne L. Willett, Mujeeb A. Basit. [doi]
• Challenges and Opportunities in Studying Health IT Implementation Practices: Understanding the Trees and the ForestKim M. Unertl, Nancy M. Lorenzi, Laurie L. Novak, Patricia Sengstack. [doi]
• The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and SolutionsLaurie L. Novak, Rupa S. Valdez, Colin G. Walsh, Hojjat Salmasian, Eleanor Wynn. [doi]
• A Systematic Analysis of All the Alerts from CPOE: A Real Example from the Outpatient Clinic of a University Teaching HospitalShuo-Chen Chien, Yu-Chuan Li, Md. Mohaimenul Islam, Wen-Shan Chien, Chun-Kung Hsu. [doi]
• An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM UnitsWendong Ge, Jin-Won Huh, Yu Rang Park, Jae-Ho Lee, Young-Hak Kim, Alexander Turchin. [doi]
• SMART-MEDS: Development of a Medication Adherence App for Acute Coronary Syndrome Patients based on a Gamified Behaviour Change ModelFrédéric Ehrler, Liliane Tran Gschwind, Philippe Meyer, Christian Lovis, Katherine S. Blondon. [doi]
• Improving Longitudinal Care Coordination with Person-centered Electronic (e-)Care Plans: Lessons from Efforts in Chronic Kidney DiseaseJenna M. Norton, David Carlson, Evelyn Gallego, Kaltun Ali, Andrew S. Narva, Theresa Cullen. [doi]
• SmartHeLP: Smartphone-based Hemoglobin Level Prediction Using an Artificial Neural NetworkMd. K. Hasan, Md. M. Haque, Riddhiman Adib, Jannatul Ferdause Tumpa, Richard R. Love, Azima Begum, Young L. Kim, Sheikh Iqbal Ahamed. [doi]
• Network Analysis of EHR Interactions to Identify 360° EvaluatorsMark V. Mai, Evan W. Orenstein. [doi]
• An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language ProcessingSelen Bozkurt, Jung Park In, Kathleen Kan Mary, Michelle Ferrari, Daniel Rubin, James D. Brooks, Tina Hernandez-Boussard. [doi]
• Classification of Radiology and Pathology Findings to Support a Breast Imaging QA/QI SystemSaja Al-alawneh, Harry Hochheiser, Rebecca Crowley Jacobson. [doi]
• Phenotype Detection Registry System (PheDRS) - Implementation of a Generalizable Single Institution Clinical Registry ArchitectureJohn D. Osborne, Adarsh Khare, Donald D. Dempsey, James M. Wells, Matthew C. Wyatt, Geoffrey D. Gordon, Wayne H. Liang, James J. Cimino. [doi]
• Decision Support for Decision Support: A Novel System to Prioritize Improvement Efforts, Identify Safety Hazards, and Measure ImprovementMarc Tobias, Evan W. Orenstein, Naveen Muthu. [doi]
• Variation in the representation of human anatomy within digital resources: Implications for data integrationMelissa D. Clarkson, Mark Whipple. [doi]
• Quantifying the effects of gene entity disambiguation for GSEALucy L. Wang, John H. Gennari. [doi]
• Development of HeartData, a Data Discovery Index Prototype for Cardiovascular dataJing An, Mandana Salimi, Anupama E. Gururaj, Cui Tao, Degui Zhi, Hua Xu. [doi]
• Blockchain Fundamentals for the Healthcare Professional: Realities, Use-cases, and Future ImplicationsRoger Boodoo, Monique Diaz, Justin Taylor, Alaa Alsadi. [doi]
• Extracting ADRs from Drug Labels using Bi-LSTM and CRFsCarson Tao, Michele Filannino, Özlem Uzuner. [doi]
• Is an Emoji Worth A Thousand Words? Pediatric Inpatient Perspectives on Pictorial Modes of Emotional Subtext in Electronic Health CommunicationCalvin R. Apodaca, Shefali Haldar, Sonali R. Mishra, Maher Khelifi, Ari H. Pollack, Wanda Pratt. [doi]
• Detection of Healthcare-Associated Infections Using Electronic Health Record DataSiru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher. [doi]
• How the Common Model Facilitates a Maintainable and Repeatable Terminological Quality AssuranceEric Y. Hwang, Andrew Sills, Soyun S. Choi. [doi]
• Tracking National Progress in Hospital InteroperabilityA. Jay Holmgren, Julia Adler-Milstein. [doi]
• What Do EHR Access Logs Tell Us About Workflow Patterns?Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl. [doi]
• Continuous Video Recording of Electronic Health Record User Sessions to Support Usability and SafetyAdam Wright, Skye Aaron, Gianna Zuccotti. [doi]
• A cross-institutional unified data request form to standardize the data request experience in Austin, TXJustin F. Rousseau, Matt Sither, Rick Peters, Anjum Khurshid. [doi]
• Natural language processing to identify patient symptoms during and prior to cancer therapyJulian C. Hong, Donna Niedzwiecki, Manisha Palta, Jessica D. Tenenbaum. [doi]
• Evaluation of an Asthma Timeline Application in the Pediatric Emergency Setting: From Design to Operational UseDaria F. Ferro, Jeritt Thayer, Dean J. Karavite, Jeffrey M. Miller, Joseph Zorc. [doi]
• The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI)Scott L. DuVall, Michael E. Matheny, Ildar Ibragimov, Trey Oats, Jay Tucker, Brett R. South, Augie Turano, Hamid Saoudian, Casey Kangas, Keith D. Hofmann, Wendy Funk, Chris Nichols, Albert Bonnema, Louis Ferrucci, Jonathan R. Nebeker. [doi]
• Systems of Phenome-Exposome Associations Unveiled by Mining Practice-Based Evidence with Environmental ExposuresJung-Wei Fan, Samir Rachid Zaim, Walter W. Piegorsch, Jianrong Li, Colleen Kenost, Yves A. Lussier. [doi]
• Enriching a Clinical Data Warehouse with Specific Cancer Data Sources: Application to Feasibility StudiesJeremy Pasco, Boris Campillo-Gimenez, Leslie Grammatico-Guillon, Marc Cuggia. [doi]
• A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health RecordSophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard. [doi]
• Timing is Everything: Information Sequencing in the Design of Computerized Decision Support for PneumoniaBarbara Jones, Jason Carr, Sean J. Piad, Jesse Sutton, Stacey Slager, Peter Yarbrough, Emily Spivak, Adi V. Gundlapalli, Matthew H. Samore, Charlene R. Weir. [doi]
• Business Process Analysis to Understand Health Policy Information Needs in South AfricaLauren Snyder. [doi]
• Statistical Modeling of Temperature Trajectories to Assess Risk of Postoperative ComplicationsRema Padman, Jennifer Grant, Urmila Ravichandran, Michael Turner, Prashanth Raja, Yazhini Mathiyalagan, Ronak Parikh, Ari Robicsek, Nirav Shah. [doi]
• Show and Tell: Informatics Visualization through Industry PartnershipsAndrea M. Krussel, Cynthia L. Marich, Alice Hoette, Philip Payne, Marc Oxborrow, Colleen Ringer. [doi]
• Comparison of Data Mining Methods to Predict Sharing of Patient-Generated Health DataAshley C. Griffin, Arlene E. Chung. [doi]
• Exploring the Design of an Inpatient Peer Support Tool: Views of Adult PatientsShefali Haldar, Sonali R. Mishra, Maher Khelifi, Ari H. Pollack, Wanda Pratt. [doi]
• Identify Opioid Use Problems: Text Mining ApproachAbdullah H. Alzeer, Josette F. Jones, Matthew J. Bair. [doi]
• Developing A Standards-based Signal Detection and Validation Framework of Immune-related Adverse Events Using the OHDSI Common Data ModelYue Yu, Kathryn J. Ruddy, Shintaro Tsuji, Na Hong, Nilay D. Shah, Guoqian Jiang. [doi]
• Sensor based assessment for learning and care quality: The new frontierAshley M. Hughes, Stephanie Zajac, Javad Razjouyan, Rami Ahmed. [doi]
• Usability Evaluation of an Electronic Dental RecordAndrea Mahnke, Alok Sagar Panny, Sara Cooper, Kelsey M. Schwei, Amit Acharya. [doi]
• A Sociotechnical Multiple Perspectives Approach to the Use of Medical Scribes: A Qualitative StudyJoan S. Ash, Jeffrey Allen Gold, Vishnu Mohan, Robby Bergstrom, James Becton, Sky M. Corby. [doi]
• Adverse Reactions and Drug-Drug Interaction Extraction tracks at the Text Analysis Conference (TAC)Dina Demner-Fushman, Joseph M. Tonning, Kin Wah Fung, Phong Do, Richard D. Boyce, Kirk Roberts. [doi]
• No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal DataLina Bouayad, Dezon Finch, Peter Toyinbo, James A. McCart, Stephen L. Luther. [doi]
• Enhancing Radiomic Features of CT Images using Generative Adversarial Network with Alternative ImprovementGongbo Liang, Jie Zhang, Michael A. Brooks, Jessica Howard, Jin Chen. [doi]
• The Impact of Inferring Treatments on Information Retrieval for Precision MedicineTravis R. Goodwin, Sanda M. Harabagiu. [doi]
• Understanding Patient Generated Dietary and Nutrition Concerns from the MySafeCare Electronic Safety Reporting ApplicationJulia Snyder, Theresa E. Fuller, Kumiko O. Schnock, Sarah A. Collins. [doi]
• Supervised Learning Approach to Link Prediction in FDA Adverse Event Reporting System (FAERS) Database NetworkAndy Jinseok Lee, Sunyang Fu, V. G. Vinod Vydiswaran. [doi]
• How does a Smartphone App for Nurses affect Workflow and Documentation? Results from a Time Motion StudyKatherine S. Blondon, Danny T. Wu, Christian Lovis, Frédéric Ehrler. [doi]
• Longitudinal Clustering of High Cost Patients' Spend Trajectories: Delineating Individual Behaviors from Aggregate TrendsAndrew Placona, Fengjuan Wang, Rich King. [doi]
• Lessons Learned from Using Informatics to Address the Social Determinants of HealthMichael Cantor, Rachel Gold, Laura Gottlieb, Hadi Kharrazi, Theresa Cullen. [doi]
• Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics DimensionsBoris Winterhoff, Stefan Kommoss, Florian Heitz, Gottfried Konecny, Sean Dowdy, Sally Mullany, Tjoung-won Simon, Klaus Baumann, Felix Hilpert, Sara Brucker, Andreas du Bios, Willibald Schröde, Alexander Burges, Steven Shen, Jinhua Wang, Roshan Tourani, Sisi Ma, Jacobus Pfisterer, Constantin F. Aliferis. [doi]
• Development and Validation of an Ontological Representation of the US Common RuleFrank J. Manion, Marcelline R. Harris, Muhamamd F. Amith, Cui Tao. [doi]
• Natural Language Processing for Thyroid Pathology Reports: The Impact of Synoptic ReportingJoseph Imbus, Nick Zaborek, Kristin L. Long, David F. Schneider. [doi]
• Consumer Health IT Design for Depression Medication Self-ManagementJordan M. Word, Kathryn W. Goodman, Alisha Gupta, Rupa S. Valdez. [doi]
• Development of a Technology-Supported, Lay Peer-to-Peer Family Engagement Consultation Service in a Pediatric HospitalWayne H. Liang, Avi Madan-Swain, Robert M. Cronin, Gretchen Purcell Jackson. [doi]
• Experimenting new search and user interface in PubMed LabsZhiyong Lu, Nicolas Fiorini. [doi]
• Features Desired by Medicaid-Enrolled Pregnant Women for a Digital Maternity Information ResourceAdriana Arcia, Samantha Stonbraker. [doi]
• Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible CorporaRuth M. Reeves, Brett R. South, Glenn T. Gobbel, Lee M. Christensen, Paul Thompson, Wendy W. Chapman, Michael E. Matheny, Jeremiah R. Brown. [doi]
• A Generic Method for Weighting the Importance of DiagnosesPatrick E. Beeler. [doi]
• Sustainability of Depression Screening Rates over Time Using Context Aware WorkflowJohn Gill, Matt Rafalski, Luke Barron, Channing Cochran. [doi]
• Usability and Acceptability of the mLab App for Promoting the Uptake of HIV TestingRebecca Schnall, Adrienne Pichon, Thomas Scherr. [doi]
• Improving LOINC Mapping through Targeted SubsetsDaniel J. Vreeman, John Hook, Timothy Briscoe, Swapna Abhyankar. [doi]
• A Knowledge base Model to Integrate Genomics, Electronic Health Record, and Public HealthManjula Gama P. Ralalage, Ira Lubin. [doi]
• A Scalable Encoding Scheme for Clinical Genomic Results Delivered Through Web Services and a Mobile ApplicationShashwat Nagar, Richard C. Kiefer, Robert R. Freimuth. [doi]
• Developing Operational Best Practices: An Immunization Informatics Case StudyCatherine Reed, Amanda Harris, Elizabeth Parilla, David Lyalin. [doi]
• ScriptNumerate: A Data-to-Advice Pipeline using Compound Digital Objects to Increase the Interoperability of Computable Biomedical KnowledgeAllen J. Flynn, Julia Adler-Milstein, Peter Boisvert, Nathaniel Gittlen, Carl Lagoze, George Meng, F. Seagull Jacob, Charles P. Friedman. [doi]
• Detecting Technical Image Quality in Radiology ReportsThusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn. [doi]
• Graph-based Representation of Cancer Treatment GuidelinesTiffany Toor, Lexly Cruz, Andrew Nguyen. [doi]
• Determining the Value of Clinical Informatics Fellows and Provider InformaticiansChancey Christenson, Kenan Katranji, Gargi Schneider, Kyle Marshall, Bruce Levy. [doi]
• Using Telehealth to Identify and Manage Substance Use Disorders in Rural AreasSaira N. Haque, Erin Mallonee, Abigail Ferrell, Laura Dunlap. [doi]
• A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine LearningMajid Afshar, Cara Joyce, Anthony Oakey, Perry Formanek, Philip Yang, Matthew M. Churpek, Richard S. Cooper, Ron Price, Susan Zelisko, Dmitriy Dligach. [doi]
• Leveraging the Electronic Health Record to Create an Automated Real-time Prognostic Tool for Peripheral Arterial DiseaseAdelaide M. Arruda-Olson, Naveed Afzal, Vishnu Priya Mallipeddi, Ahmad Said, Homam Moussa Pacha, Sungrim Moon, Alisha Chaudhry, Christopher Scott, Kent Bailey, Vinod Kaggal, Gustavo Oderich, Iftikhar J. Kullo, Rick Nishimura, Rajeev Chaudhry, Hongfang Liu. [doi]
• Data Standardization in Cancer: Challenges and OpportunitiesRimma Belenkaya, Walter S. Campbell, RuiJun Chen, Michael J. Gurley, Stanley M. Huff, Gurvaneet Randhawa, Christian G. Reich, Mitra Rocca. [doi]
• MyHealthKeeper: Mobile based 3-arm Randomized Controlled Trial in Obstructive Sleep Apnea based for Personal Health ManagementJeong-Whun Kim, Borim Ryu, Seoyoon Cho, Eunyoung Heo, Se Jung Young, Yoojung Kim, Joongseek Lee, Sooyoung Yoo. [doi]
• Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health RecordsSusmitha Wunnava, Xiao Qin 0003, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong. [doi]
• Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithmThibault Ledieu, Guillaume Bouzillé, Catherine Plaisant, Frantz Thiessard, Elisabeth Polard, Marc Cuggia. [doi]
• The Sublanguage of Clinical Problem Lists: A Corpus AnalysisKevin J. Peterson, Hongfang Liu. [doi]
• Development and Validation of a Machine Learning Algorithm to Identify Delirium Risk in Newly Hospitalized PatientsAndrew Wong, Albert T. Young, April S. Liang, Ralph Gonzales, Vanja C. Douglas, Dexter Hadley. [doi]
• Using Wayfinding Data to Understand Patient Travel Within a Medical CenterAlex Cheng, Jules White. [doi]
• LOINC Groups: A novel tool for data aggregationSwapna Abhyankar, Mary Zabriskie, John Hook, Timothy Briscoe, John T. Finnell, Daniel J. Vreeman. [doi]
• Utility of Visual Analytics for Identifying Patient Subgroups in EMRs: Insights for Accelerating Precision MedicineSuresh K. Bhavnani, Revathi Sellappan, Saurabh Joshi, Jonathan Starkey, Winston Chan, Tianlong Chen, Shyam Visweswaran. [doi]
• Applying Predictive Analytics on Administrative and Perioperative Data to Assess Physician Decision Making and Post-Operative Testing for Acute Myocardial InfarctionVictor J. Lei, Mark D. Neuman, Mark G. Weiner, Thaibinh Luong, Alex M. Bain, Daniel E. Polsky, Kevin G. Volpp, John H. Holmes, Amol S. Navathe. [doi]
• Towards using Literature-based Discovery for Interpretation of Next Generation Sequencing ResultsDimitar Hristovski, Gaber Bergant, Andrej Kastrin, Borut Peterlin. [doi]
• Usability Evaluation of a Mobile Intervention (MyPEEPS mobile) for HIV Prevention among Young MenHwayoung Cho, Dakota Powell, Adrienne Pichon, Joshua Bruce, Lisa M. Kuhns, Rebecca Schnall. [doi]
• Stakeholders' views on a collaborative decision support system to promote multimorbidity self-management: barriers, facilitators and design implicationsTalya Porat, Nadin Kökciyan, Isabel Sassoon, Peter Young, Martin Chapman, Mark Ashworth, Sanjay Modgil, Simon Parsons, Elizabeth Sklar, Vasa Curcin. [doi]
• The Impact of an Enterprise Electronic Medical Record (EEMR) Model vs a Clinical Information System (CIS) Model on Usability, Efficiency, and AdaptabilityAli Besiso, Jon Patrick, Vickie Ho, Yuzhong Cheng. [doi]
• Promoting national and international standards to build interoperable clinical applicationsPeter J. Haug, Scott P. Narus, Joseph Bledsoe, Stanley M. Huff. [doi]
• Improvements in Shotgun Drug Repurposing Accuracy: Combining OpenBabel with Bioinformatic Docking Data in the CANDO PlatformJames Schuler, Ram Samudrala. [doi]
• Improving Emergency Department Flow: Reducing Turnaround Time for Emergent CT ScansRimma Perotte, Greg O. Lewin, Ujwala Tambe, Jamie B. Galorenzo, David K. Vawdrey, Olabiyi O. Akala, Jasnit S. Makkar, Dana J. Lin, Lisa Mainieri, Betty Chang. [doi]
• Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction ModelsPanayiotis Petousis, Arash Naeim, Ali Mosleh, William Hsu. [doi]
• A Way Forward: Addressing Delays in Sepsis Recognition and TreatmentEungyoung Han, Teresa Taft, Devin Horton, Charlene R. Weir. [doi]
• Women in AMIA - Resources for Emerging LeadersGuergana Savova, Merida L. Johns, Nancy M. Lorenzi, Patricia F. Brennan, Rebecca Crowley Jacobson. [doi]
• Predictors of Mental Health Professionals' Perceptions of Patient PortalsGillian Strudwick, Carrie Clark, Marcos Sanches, John Strauss. [doi]
• Making Electronic Health Records Safer: Practical Strategies for Evaluation and ImprovementAllison B. McCoy, Dean F. Sittig, Adam Wright, Farah Magrabi. [doi]
• Assessment of Nursing Informatics Competencies for Students in Nurse Educator Master's ProgramJeeyae Choi, Valerie Tarte, Yeounsoo G. Kim. [doi]
• A Frame-Based NLP System for Cancer-Related Information ExtractionYuqi Si, Kirk E. Roberts. [doi]
• ARETA: A Corpus for Asthma Related Event Temporal AssociationSijia Liu 0002, Liwei Wang, Sunghwan Sohn, Liping Xia, Hongfang Liu. [doi]
• Informing, Reassuring, or Alarming? Balancing Patient Needs in the Development of a Postsurgical Symptom Reporting System in CancerJessica S. Ancker, Cara Stabile, Jeanne Carter, Ling Chen, Daniel M. Stein, Peter D. Stetson, Andrew Vickers, Brett Simon, Larissa Temple, Andrea Pusic. [doi]
• Genomic Data Privacy Protection Based on GPU-Accelerated EncryptionSteve Jankly, Andrea Schmidt, Tingting Chen. [doi]
• Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication DiscontinuationZhijun Yin, Jeremy L. Warner, Bradley Malin. [doi]
• A FHIR-based Application to Improve Platelet Utilization and Transfusion WorkflowWilliam Gordon, Samuel J. Aronson, William Lane. [doi]
• Developing the Indiana Learning Health System InitiativeTitus K. Schleyer, Christopher Callahan, Linda Williams, Douglas Martin, Jonathan Gottlieb, Christopher Frederick, Peter J. Embi. [doi]
• The Knowledge Grid: Demo of a Platform to Manage and Disseminate Computable Biomedical Knowledge using digital Knowledge ObjectsAllen J. Flynn, Peter Boisvert, Nathaniel Gittlen, Carl Lagoze, George Meng, Charles P. Friedman. [doi]
• Admission opiate ordering patterns over 23 years: analysis of electronic health record data from the Regenstrief GopherBlaine Y. Takesue, Jeff S. Warvel, Paul R. Dexter. [doi]
• Co-Designing with Older Adults with CHF Towards a Novel Patient-Facing Health Monitoring DashboardTammy Toscos, Elizabeth Martin, Ryan Ahmed, Romisa Ghahari Rohani, Shauna Wagner, Richard Holden, Michael J. Mirro. [doi]
• Identifying Concepts of Nurses' Concerns Using a Standard Nursing TerminologyMin-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Jennifer Thate, Kimberly Whalen, Kumiko O. Schnock, Christopher Knaplund, Brittany Couture, Kenrick Cato, Sarah A. Collins. [doi]
• Development and Evaluation of the Real-Time ED DashboardJunsang Yoo, Kwangyul Jung, Taerim Kim, Wonchul Cha. [doi]
• Ergonomic Evaluation of Digital Repositories: The State of ArtWilma Honorio dos Santos, Felipe Mancini, Luciano Gamez. [doi]
• Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity MonitoringWilliam Ogallo, Carol Friedman, Andrew S. Kanter. [doi]
• Predicting Initial Lapse After Alcohol Detox Using mHealth: Sensitivity Analysis ResultsMing-Yuan Chih. [doi]
• Completeness of Echocardiogram Report: An Initial InvestigationLucas Oliveira, Deyu Sun, Kirk Spencer. [doi]
• Using Machine Learning to Predict Falls in Inpatient Rehabilitation ResidentsJoseph Miles, Daniel Szakielo, Angela Kiddle, Isabelle Bichindaritz. [doi]
• Discovering Biomarker Interactions in Cancer PublicationsFang Liu 0007, Paul A. Fontelo. [doi]
• Inpatient rounds by appointment facilitated by novel EHR moduleCarlos E. Villavicencio, Glen Tamura. [doi]
• Implementation Science for Global Health Informatics ProjectsYuri Quintana, Paul G. Biondich, Hamish S. F. Fraser, Andrew S. Kanter, John H. Holmes. [doi]
• Clinical Text Automatic De-Identification to Support Large Scale Data Reuse and Sharing: Pilot ResultsStéphane M. Meystre, Paul M. Heider, Youngjun Kim, Andrew Trice, Gary Underwood. [doi]
• Adenovirus Test Utilization: Leveraging Data to Promote Best PracticesSimone Arvisais-Anhalt, Ellen Araj, David Barnes, Francesca Lee, Kyle Gabriel, Alagarraju Muthukumar, Nicole Simone De, Srikanth Nagalla, Ravi Sarode, Carol Croft, Jyoti P. Balani. [doi]
• Navigating the Exposome: Real-World Experiences Connecting Environment, Community, and Behavior to HealthShaun J. Grannis, Joshua R. Vest, Chirag Patel, Elle Holbrook, Brian E. Dixon. [doi]
• Building a Knowledge Base that Maps Drugs to the Diseases they Treat Using Work2vec ModelsSoumi Ray, Adam Wright. [doi]
• Asking Provider Organizations about their Health IT Adoption and Use: A Mixed-methods Analysis of an Ambulatory SurveyShira H. Fischer, Yunfeng Shi, Paul Shekelle, Alejandro Amill-Rosario, Bethany Shaw, Robert S. Rudin. [doi]
• Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media PostsKarthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Xiang S. Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold. [doi]
• Addressing In-Between Visits and the Care of the Chronic Pain Patient Utilizing an Iterative Mobile AppEdgar Ross, Robert N. Jamison, Lance M. Nicholls, Kim Nolen, Barbara M. Perry. [doi]
• A qualitative study exploring the challenges of using specific design features of a commercial CPOE systemClare L. Tolley, Neil Watson, Andrew K. Husband, Sarah P. Slight. [doi]
• Improving Mapping Accuracy with a Guide for LOINC Microbiology TermsSwapna Abhyankar, Mary Zabriskie, Katie Allen, Daniel J. Vreeman. [doi]
• A Heuristic Evaluation of Numeric Identifiers for Safe Healthcare DeliveryHojjat Salmasian, Jason S. Adelman, Adam B. Landman, Allen Kachalia. [doi]
• Predicting Patient Health Status using Activity Tracker DataYiwen Meng, William Speier, Eldin Dzubur, Brennan M. R. Spiegel, Corey W. Arnold. [doi]
• Utility of the HL7 Clinical Quality Language for Representing Clinical Decision Support Knowledge BasesRobert A. Jenders. [doi]
• Variation in After-hours EHR Usage among Ambulatory Care PhysiciansSelasi Attipoe, Yungui Huang, Sharon B. Schweikhart, Simon Lin. [doi]
• Clinical Workflows for Collecting Family Health History in Primary CareRosalie G. Waller, Brent D. Hill, Heidi Kramer, Parveen Ghani, Valliammai Chidambaram, Damian A. Borbolla, Wendy Kohlmann, Joshua Schiffman, Michael C. Flynn, Rachel Hess, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir. [doi]
• Capturing Heterogeneity in Complex Chronic Illness: Building a Model for Systemic Lupus Erythematosus (SLE) with "Noisy Labeling" of DataSara G. Murray, Anand Avati, Gabriela Schmajuk, Jinoos Yazdany. [doi]
• Knowledge Management of Drug Information for Antibiotic StewardshipChristine M. Cheng, Jeff Bubp. [doi]
• The Implementation of the Precision Oncology Data Repository in the Veterans Affairs Healthcare SystemDanne C. Elbers, Frank Meng, Scott Doyle, Sylvester Sakilay, Sung Feng-Chi, Brett R. Johnson, Robert Hall, Nathanael Fillmore, Daniel Chen, Alexander D. Diehl, Samuel Ajjarapu, Karen E. Pierce-Murray, Corri DeDomenico, Colleen Shannon, Sara Schiller, Nhan V. Do, Peter L. Elkin, Louis D. Fiore, Mary T. Brophy. [doi]
• Understanding Primary Care Providers' Information Gathering Strategies in the Care of Children and Youth with Special Health Care NeedsDamian A. Borbolla, Teresa Taft, Peter Taber, Charlene R. Weir, Chuck Norlin, Kensaku Kawamoto, Guilherme Del Fiol. [doi]
• Machine Learning Models for Infant Sepsis PredictionAaron J. Masino, Mary Catherine Harris, Daniel Forsyth, Svetlana Ostapenko, Robert W. Grundmeier. [doi]
• Using EHRs to assess gender differences in the utilization of mental health services for patients diagnosed with major depressionCody M. Phelps, Trisha R. Sanghvi, Ningrui Zhang, Joseph J. DeFerio, Jyotishman Pathak. [doi]
• Results from the 2017 CPOE Evaluation Tool: Areas for ImprovementZoe Co, Diane L. Seger, Lisa P. Newmark, David C. Classen, Melissa Danforth, Lalindra Sliva De, David W. Bates. [doi]
• Machine Learning in Biomedical Research: Publication TrendsKarla J. Lindquist. [doi]
• Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR DataIsaac H. Goldstein, Michelle R. Hribar, Leah G. Reznick, Michael F. Chiang. [doi]
• The impact of healthcare technology on nurses' efficiency: A systematic review of the literatureEsther C. Moore, Clare L. Tolley, Sarah P. Slight. [doi]
• Feasibility of Identifying Oral Anticancer Agent Toxicity Self-Reporting and Management Advice from Clinical NotesYun Jiang, V. G. Vinod Vydiswaran, Eun-Young Lee, Hyeon Joo, Anna Zheng, Marcelline R. Harris. [doi]
• Accessible Research Commons for Health: Four Years Into the PCORnet JourneyJeffrey G. Klann, Stanley Boykin, Marc D. Natter, Margaret Vella, Douglas MacFadden, Sarah R. Weiler, Sebastian Schneeweiss, Kenneth D. Mandl, Shawn N. Murphy. [doi]
• Breadcrumbs: Assessing the Feasibility of Automating Provider Documentation Using Electronic Health Record ActivityLeigh Tang Anne, Kevin B. Johnson, Yaa A. Kumah-Crystal. [doi]
• Ambulatory Physicians' EHR Self-Efficacy Suggests Strategies for Teaching More Efficient Utilization of EHR ToolsMartha Hellems. [doi]
• Feature Extraction by Machine Learning from Dyslexic's ReadingsAntonio D. Junior Carlos, Emanuela C. Gonçalves, Izabel P. Meister, Clara R. Avila, Martina Navarro, Felipe Mancini. [doi]
• Multi-Method Study of Electronic Health Records WorkflowsMaría Adela Grando, Areti Manataki, Stephanie K. Furniss, Benjamin J. Duncan, Andrew J. Solomon, David R. Kaufman, Sarah Hirn, Robert Sunday, Joanne Bouchereau, Bradley N. Doebbeling, Matthew M. Burton, Karl Poterack, Tim Miksch, Richard Helmers. [doi]
• Using Conversational Agents to Explain Medication Instructions to Older AdultsRenato Ferreira Leitão Azevedo, Daniel Morrow, James F. Graumlich, Ann M. Willemsen-Dunlap, Mark Hasegawa-Johnson, Thomas S. Huang, Kuangxiao Gu, Suma Bhat, Tarek Sakakini, Victor Sadauskas, Donald J. Halpin. [doi]
• Participation in Regional Health Information Organizations is Associated with Patient Movement from HospitalsJordan Everson. [doi]
• A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case StudyKensaku Kawamoto, Michael C. Flynn, Polina V. Kukhareva, David El Halta, Rachel Hess, Travis Gregory, Chris Walls, Angela M. Wigren, Damian A. Borbolla, Bruce E. Bray, Mary H. Parsons, Brett L. Clayson, Melissa S. Briley, Carole H. Stipelman, Dean Taylor, Carrie S. King, Guilherme Del Fiol, Thomas J. Reese, Charlene R. Weir, Teresa Taft, Michael B. Strong. [doi]
• Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning ModelsKe Lin, Junqing Xie, Guilan Kong. [doi]
• Using HL7 FHIR to Improve Standardization and Interoperability of Common Data Models for Clinical and Translational ResearchGuoqian Jiang, Jon D. Duke, Daniella Meeker, Mitra Rocca, Harold R. Solbrig, Shawn N. Murphy. [doi]
• Leveraging Location to Integrate and Access Information for Analyzing Health ContextTimothy L. Haithcoat, Chi-Ren Shyu. [doi]
• Enhancing the Representational Power of i2b2 through Referent TrackingJonathan C. Blaisure, Werner Ceusters. [doi]
• Scientific Evidence Now Links Health Information Exchange to A Wide Range of BenefitsSaurabh Rahurkar, Joshua R. Vest, Christopher A. Harle, Nir Menachemi. [doi]
• Automatic Text De-Identification: How and When is it Acceptable?Stéphane M. Meystre, David S. Carrell, Lynette Hirschman, John S. Aberdeen, Paul Fearn, Valentina Petkov, Jonathan C. Silverstein. [doi]
• Development and Implementation of HIT to Support NCDs in Low and Middle Income CountriesJonathan Dick, Theresa Cullen, Paul Park. [doi]
• Implementing a Dental Quality Measure in BigMouth - a Multi-Institutional Dental Data RepositoryKrishna Kookal Kumar, Suhasini Bangar, Reuben J. Applegate, Elsbeth Kalenderian, Muhammad F. Walji. [doi]
• Usability testing methods for mHealth apps designed for disadvantaged end-usersSamantha Stonbraker, Elizabeth M. Heitkemper, Hwayoung Cho, Melissa Beauchemin, Rebecca Schnall. [doi]
• Cognitive Walkthrough of an mHealth App for Medication Adherence in Persons Living with HIVMelissa Beauchemin, Melissa Gradilla, Dawon Baik, Hwayoung Cho, Rebecca Schnall. [doi]
• Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management RecordsPei-Yun Sabrina Hsueh, Subhro Das, Chandramouli Maduri, Karie Kelly. [doi]
• Accuracy of International Classification of Disease Clinical Modification Codes for Detecting Bleeding Events in Electronic Health Records and When to Use ThemVictoria J. Wang, Richeek Pradhan, Harmon S. Jordan, Arlene S. Ash, David McManus, Hong Yu. [doi]
• Detecting Anatomical Entities in Clinical TextJun Xu 0007, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu. [doi]
• MPath - Results Manager, a comprehensive solution to store, review and manage genomic variants from NGS-based clinical testsAijazuddin Syed, Anoop Balakrishnan, Aaron Dack, John Ziegler, Shruti H. Madur, Jack Birnbaum, Jason Hwee, Meera Prasad, Mustafa Syed, Mohammad Haque, Zhen Y. Liu, Sumit Middha, Ryan Ptashkin, Gowtham Jayakumaran, Rana Satshil, Anita Bowman, Yun-Te Lin, Angela R. Brannon, Michael F. Berger, Ahmet Zehir. [doi]
• A User-Friendly Interface for Concept Dictionary Expansion Using Word Embeddings and SNOMED-CTAlec B. Chapman, Patrick R. Alba, Brian T. Bucher, Scott L. DuVall, Olga V. Patterson. [doi]
• Health System Approaches to Patient Generated Health Data: An Early LookJulia Adler-Milstein, Paige Nong. [doi]
• Consumer Health Apps: Healthcare Providers' PerspectivesShaheen Kanthawala, Wei Peng, Bree Holtz. [doi]
• Probabilistic Linkage of Virtual Pediatric Systems and PEDSnet PatientsAdam C. Dziorny, Robert B. Lindell, Charles Bailey. [doi]
• Improving Population Health Reporting through Information Exchange Supported Decision Support: A Controlled Before-and-After TrialBrian E. Dixon, Zuoyi Zhang, P. Joseph Gibson, Debra Revere, Shaun J. Grannis. [doi]
• A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit PatientsStephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz. [doi]
• Participatory design, community partnership, and trustworthiness: keys to successful user-centered design with African American women affected by endometrial cancerLiz Kellogg, Julianna G. Alson, Kemi M. Doll. [doi]
• Towards Better Understanding of Treatments Patterns for Patients with Inflammatory Bowel diseaseMalika Mahoui, Krista Schroeder, Stuart Morton, April Naegeli, Jochen Schmitz, James Canavan. [doi]
• On DXplain vocabulary development: Past and PresentMitchell J. Feldman, Kavishwar B. Wagholikar, Kathleen Famiglietti, Richard J. Kim, Edward P. Hoffer, Henry C. Chueh. [doi]
• From Evidence to Action: Enabling Opioid Pain Management Guidelines Through Patient-Centered Clinical Decision SupportBarry H. Blumenfeld, Blackford Middleton, Sharon Sebastian, Stacie Carney, Maria Michaels. [doi]
• Using Process Mining to Evaluate Colon Cancer Guideline Adherence with Cancer Registry Data: a Case StudyGijs Geleijnse, Himalini Aklecha, Mark Vroling, Rob Verhoeven, Felice N. van Erning, Pauline A. Vissers, Joos C. A. M. Buijs, Xander A. Verbeek. [doi]
• A Preliminary Geospatial and Gender Analysis of the Clinical Informatics Physician WorkforceJohn F. Pearson, Rabi Harriz, Theodora Valovska, Juan Henao, Charles Safran. [doi]
• Building a Biomedical Bilingual Parallel Corpus between Chinese and English from PubMedLingyi Tang, Yaoyun Zhang, Hua Xu. [doi]
• Preemptive Clinical Decision Support: Delivering Precise Information Clinicians Will Actually Use to Prevent HarmJames M. Hoffman, Josh F. Peterson, Naveen Muthu, Henry M. Dunnenberger. [doi]
• Leveraging FHIR to integrate information from a health information exchange directly with the clinical workflow in CernerMatthias Kochmann, Douglas Martin, Jason Schaffer, Keith Kelley, Titus Schleyer. [doi]
• Safety concerns with consumer-facing mobile health applications and their consequencesSaba Akbar, Jessica A. Chen, Liliana Laranjo, Annie Y. S. Lau, Enrico W. Coiera, Farah Magrabi. [doi]
• Combining Knowledge and Data Driven Insights to Facilitate the Differential Diagnosis of Rare DiseasesFeichen Shen, Hongfang Liu. [doi]
• Examining the Heartland Region Pilot: First Look at the Patient-Centered Data HomeTM FrameworkKarmen S. Williams, Shaun J. Grannis. [doi]
• Using a Hybrid Participatory Design Methodology to Develop Information Visualizations to Enhance HIV-Related Clinical CommunicationSamantha Stonbraker, Mina Halpern, Suzanne R. Bakken, Rebecca Schnall. [doi]
• Finding the Best EHR Training Dataset: A Cross-over TrialJosette F. Jones, Rukhaiya Fatima, Saptarshi Purkayastha, Anand Kulanthaivel, Enming Zhang. [doi]
• DrKnow: A Diagnostic Learning Tool with Feedback from Automated Clinical Decision SupportPiyapong Khumrin, Anna Ryan, Terry S. Judd, Karin Verspoor. [doi]
• Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data NetworkRuiJun Chen, Patrick B. Ryan, Karthik Natarajan, Thomas Falconer, Christian G. Reich, Rohit Vashisht, Nigam Shah, George Hripcsak. [doi]
• Exploring Facilitators and Barriers to Provider Secure MessagingChristine Patterson, Charles Bush, Jennifer Maddocks, Rebecca Kitzmiller. [doi]
• Knowledge Elicitation of Homecare Admission Decision Making Processes via Focus Group, Member Checking and Data VisualizationYushi Yang, Ellen J. Bass, Paulina S. Sockolow, Kathryn H. Bowles. [doi]
• Mortality Reporting Completeness in a Health Information ExchangeRoss Hayden, Andrea A. Broyles, Timothy D. Imler, Siu L. Hui. [doi]
• EHR Log Data: An Untapped Health Data Goldmine for Clinical Informatics Research?Christine Dymek, Tai-Seale Ming, Vimla L. Patel, Jason S. Adelman, Julia Adler-Milstein. [doi]
• End user perceptions of event notification usage and impact in three community health information organizationsKaty Hilts Ellis, Joshua R. Vest, Jessica S. Ancker, Amber M. Blackmon, Mark A. Unruh, Hye-Young Jung 0002. [doi]
• Using mechanistic machine learning to forecast glucose and infer physiologic phenotypes in the ICU: what is possible and what are the challengesDavid J. Albers, Matthew E. Levine, Andrew Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak. [doi]
• Clinical Decision Support for Medication Therapy Management: Recommendations from a Heuristic EvaluationMargie E. Snyder, Heather Jaynes, Stephanie A. Gernant, Julie Diiulio, Laura G. Militello, William R. Doucette, Omolola A. Adeoye, Alissa L. Russ. [doi]
• Mining Disease-Symptom Relation from Massive Biomedical Literature and Its Application in Severe Disease DiagnosisEryu Xia, Wen Sun, Jing Mei, Enliang Xu, Ke Wang, Yong Qin. [doi]
• Mining Human Papillomavirus Vaccination Health Beliefs from Twitter Using Attentive Recurrent Neural NetworkJingcheng Du, Fang Li, Yuxi Jia, Yang Xiang, Lu Tang, Sahiti Myneni, Cui Tao. [doi]
• Distant Supervision in Clinical Information RetrievalXing Wei, Carsten Eickhoff. [doi]
• Unraveling the Molecular Basis of Lung Adenocarcinoma Dedifferentiation and Prognosis by Integrating Omics and HistopathologyKun-Hsing Yu, Gerald J. Berry, Daniel L. Rubin, Christopher Ré, Russ B. Altman, Michael Snyder. [doi]
• Achieving Interoperability between Clinical Trial Management Systems and Electronic Health Record Systems to facilitate Research Billing CompliancePallavi Ranade-Kharkar, Donnette E. Hill, Benjamin Chisum, Scott P. Narus, Kathryn Gibb Kuttler. [doi]
• The HII-C Knowledge-Based App Project: Goals and Design ApproachAustin Michne, Andrew J. Solomon, Yael Ozair, Kaan Aksoy, Paea LePendu, Robert A. Greenes. [doi]
• A Systematic Scoping Review of Mobile Health Strategies for Hypertension Self-Management in Vulnerable Urban PopulationsElaine C. Khoong, Roy Cherian, Sneha Thatipelli, Jill Barr-Walker, Courtney R. Lyles, Urmimala Sarkar. [doi]
• Probing Technology Innovation on Diseases via Patent MiningMing Huang, Maryam Zolnoori, Lixia Yao. [doi]
• A Data Mining Tool and Process for Congenital Heart Defect ManagementJames P. McGlothlin, Evan Crawford, Ilija Stojic, Timothy Martens. [doi]
• Network analysis of chronological relationships of comorbidities in veterans from a prospective screening colonoscopy trialJulian C. Hong, Elizabeth Hauser, Thomas S. Redding, Kellie Sims, Ziad Gellad, Meghan O'Leary, Terry Hyslop, Ashton Madison, Xuejun Qin, David Weiss, A. J. Bullard, Reana Thomas, Christina Williams, Brian Sullivan, Marcus Johnson, Marsha Turner, David Lieberman, Dawn Provenzale. [doi]
• Improving Discharge Planning through Virtual Multidisciplinary RoundsMichael Cui, Juan C. Rojas, Cheng-Kai Kao, Anton M. Chivu, Andrew W. Schram, Matthew T. Cerasale. [doi]
• Informatics Needs and Solutions to Support Safe Opioid Prescribing and Effective Pain CareChristopher A. Harle, Laura G. Militello, Shilo H. Anders, Robert W. Hurley. [doi]
• Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support SystemsOmar A. Usman, Connie Oshiro, Justin G. Chambers, Samson W. Tu, Susana B. Martins, Amy Robinson, Mary K. Goldstein. [doi]
• Systematic Literature Review of Prescription Drug Monitoring ProgramsAditya S. Ponnapalli, María Adela Grando, Anita C. Murcko, Pete Wertheim. [doi]
• Towards a Learning Health System to Reduce Emergency Department Visits at a Population LevelElliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh. [doi]
• Worsening Functional Status is Associated With Increased Interest in Mobile Health technologies in Patients With Heart FailureLibo Wang, Rajani Kaimal, Neera Ahuja, Dipanjan Banerjee. [doi]
• Re-Identification Risk in HIPAA De-Identified Datasets: The MVA AttackVictor Janmey, Peter L. Elkin. [doi]
• Lessons Learned from Large-Scale Health IT Implementation: People, Processes, and PracticesKim M. Unertl, Laurie L. Novak, Shilo H. Anders, Joyce M. Harris, Nancy M. Lorenzi. [doi]
• Vaccine Code Set Management ServiceStuart Myerburg, Paloma L. Hawry. [doi]
• Methods for Integrating EHRs, Social Determinants of Health, and Built Environment Data for Patient-Centered ResearchJoseph J. DeFerio, Evan Sholle, Kathleen Lee, Jyotishman Pathak. [doi]
• A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS CategorizationImon Banerjee, Hailey H. Choi, Terry S. Desser, Daniel Rubin. [doi]
• Automatically Identifying Alcohol abuse from Clinical NarrativesVivienne J. Zhu, Chanita Halbert-Hughes, Brian E. Bunnell, Melanie S. Jefferson, Leslie A. Lenert. [doi]
• Trust and Sharing in an Interprofessional Environment: A Thematic Analysis From Child Development Support Work in the CommunitySean P. Mikles, Shefali Haldar, Shih-Yin Lin, Julie A. Kientz, Anne M. Turner. [doi]
• Scalable Electronic Phenotyping For Studying Patient ComorbiditiesAlbee Ling, Emily Alsentzer, Josephine Chen, Juan M. Banda, Suzanne Tamang, Evan P. Minty. [doi]
• Provider Perspectives of Integrating Electronic Patient-Reported Outcomes into Clinical Practice WorkflowCourtney Segal, Cynthia LeRouge, Elizabeth Austin, Danielle C. Lavallee. [doi]
• Clinical text annotation - what factors are associated with the cost of time?Qiang Wei, Amy Franklin, Trevor Cohen, Hua Xu 0001. [doi]
• Learning to Identify Rare Disease Patients from Electronic Health RecordsRichard Colbaugh, Kristin Glass, Christopher M. Rudolf, Mike Tremblay. [doi]
• Methodological Advances in the Study of Hidden Variables: A Demonstration on Clinical Alcohol Use Disorder DataErich Kummerfeld, Justin Anker, Alexander Rix, Matt Kushner. [doi]
• A Multi-Institutional Review and Validation of Federated Query Results in Multiple Common Data ModelsWade L. Schulz, H. Patrick Young, Kathryn J. Ruddy, Nilay D. Shah, Joseph S. Ross, Scott Gordon, Mitra Rocca, Guoqian Jiang. [doi]
• An update and validation for an unsupervised learning algorithm for reference intervals calculation in clinical chemistryNathan Patel, Lee Frederick Schroeder. [doi]
• Fourteen years of continuous computerized decision support service: A model for sustainable implementationRandall W. Grout, Tamara M. Dugan, Stephen M. Downs. [doi]
• Physician prescribing and patient usage patterns of sleeping medications: Opportunities for clinical decision supportPaul R. Dexter, Mark Marsico, Siu L. Hui, Edward Bortnichak, Ross Hayden, Abby Church, Zhiwen Liu. [doi]
• Transfer learning to adapt predictive models for pediatric patients in the EHRStephen R. Pfohl, Nigam Shah. [doi]
• Health Information Exchange Gaps Between Hospitals That Shared PatientsJordan Everson, Julia Adler-Milstein. [doi]
• Clinical Prioritization & Cognitive Burden, Who's Ready for Change?Ari H. Pollack, Maher Khelifi, Wanda Pratt. [doi]
• FAIRness and Usability for Open-access Omics Data SystemsDaniel C. Berrios, Afshin Beheshti, Sylvain Costes. [doi]
• Standardization of Clinical Decision Support: an Essential Strategy for Interoperability and Optimization of Patient and Provider ExperienceEleanor J. Barone, Diane Montella, Linda Wedemeyer, Keith E. Campbell. [doi]
• Preliminary Results When Implementing a Clinical Decision Support to Precisely Estimate the Risk of Falling in an Acute Care SettingInSook Cho, Eun-Hee Boo. [doi]
• The Hidden Microbiome Pipeline: Providing Access to Clinical Microbiome Specimens, Sequences, and Informatics ResourcesBashir Hamidi, Leslie A. Lenert, Jihad S. Obeid, Alexander V. Alekseyenko. [doi]
• Predicting the Key Alzheimers Biomarkers in CSF from Plasma AnalytesChristine Schieber, Annalisa Swan, Roslyn I. Hickson, Noel Faux, Benjamin Goudey. [doi]
• Estimating Personalized Drug Effects with Longitudinal Observational DataSanjoy Dey, Ping Zhang 0016, Kenney Ng. [doi]
• Visit Level Suicidality/Self-harm Phenotyping in Major Mental IllnessPraveen Kumar, Anastasiya Nestsiarovich, Aurélien J. Mazurie, Nathaniel G. Hurwitz, Stuart J. Nelson, Christophe G. Lambert. [doi]
• Developing User Personas to Aid in the Design of a User-Centered Natural Product-Drug Interaction Information Resource for ResearchersRichard D. Boyce, Isabelle Ragueneau-Majlessi, Jingjing Yu, Jessica Sontheimer, Chris Kinsella, Eric Chou, Mathias Brochhausen, John Judkins, Brandon T. Gufford, Bruce Pinkleton, Rebecca L. Cooney, Mary Paine, Jeannine S. McCune. [doi]
• Investigating a Needle-based Epidural Procedure in Obstetric AnesthesiaEva K. Lee, Haozheng Tian, Jinha Lee, Xin Wei, John Neeld, K. Doug Smith, Alan R. Kaplan. [doi]
• Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology AuditingLing Zheng, Hao Liu, Yehoshua Perl, James Geller, Christopher Ochs, James T. Case. [doi]
• Code Red! A Pediatric Emergency Department is sort of on FHIR: The Practical Development of an EHR Embedded Interactive Data VisualizationJeritt Thayer, Jeffrey M. Miller, Daria F. Ferro, Robert W. Grundmeier, Joseph Zorc. [doi]
• Adoption of Social Determinants of Health EHR Tools in CHCsRachel Gold, Erika Cottrell, Stuart Cowburn, Arwen E. Bunce, Katie Dambrun, Mary Middendorf, Marla Dearing, Ned Mossman, Jason L. Scott, Nadia Yosuf. [doi]
• Diagnostic Distance: A computational Approach to Diagnostic DifferencesLars Müller 0001, Steven R. Rick, Nadir Weibel, Robert E. El-Kareh, Eliah Aronoff Spencer. [doi]
• What do patients and experts want in a smartphone-based application to support tuberculosis treatment completion?Sarah Iribarren, Piotr W. Mankowski, Lorelei Lin, William B. Lober, Christina Chirico, George Demiris. [doi]
• Early prediction of catastrophic events in pediatric critical care for patients with single ventricle physiologyVictor M. Ruiz Herrera, Lucas Saenz, Alejandro Lopez-Magallon, Ashlee Shields, Henry Ogoe, Gabriella Butler, Ricardo Munoz, Srinivasan Suresh, Rich Tsui. [doi]
• Embracing Interdisciplinarity: A Commemoration of the Work of Dr. Samantha AdamsCraig E. Kuziemsky, Laurie L. Novak, Carolyn Petersen, Anthony E. Solomonides, Jos Aarts. [doi]
• Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology ClinicsWei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, Abigail Huang, Michael F. Chiang. [doi]
• Clustering Emergency Departments Patients Using Unsupervised Learning and Hospital EncountersJaeyong Yu, Junsang Yoo, Ji Soh Yeong, Wonchul Cha. [doi]
• A Dynamic Decision Support System for Preventing Chemotherapy-Induced Nausea and VomitingAbu Saleh Mohammad Mosa, A. Mosharraf Hossain, Illhoi Yoo. [doi]
• Patient Experience During Electronic Health Record MigrationBryan D. Steitz, Alex Cheng, Brian Carlson, Kim M. Unertl. [doi]
• Using mHealth to Monitor Asthma Symptoms Between Visits: Mixed-methods Evaluation of a Pilot InterventionRobert S. Rudin, Christopher H. Fanta, David W. Bates. [doi]
• Open-Source Blockchain System for Detecting Substandard/Spurious/Falsely-Labelled/Falsified/Counterfeit Drugs in the Supply ChainPatrick G. Sylim, Fang Liu 0007, Alvin B. Marcelo, Paul A. Fontelo. [doi]
• Challenges Encountered in Linking Community Health Centers' EHR Data to a Web-based Clinical Decision Support ToolMary Middendorf, Marla Dearing, Rachel Gold, JoAnn M. Sperl-Hillen, Patrick J. O'Connor, Erik Geissal, John Heintzman, Stuart Cowburn, Arwen E. Bunce, Deepika Appana, Rashmi Sharma, M. J. Dunne. [doi]
• A LOINC - SNOMED CT Observables Ontology for InteroperationJames R. Campbell 0001. [doi]
• Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease PatientsPhilipp Burckhardt, Daniel S. Nagin, Vijaya P. Vijayasarathy, Rema Padman. [doi]
• Using chatbot to facilitate the seasonal influenza vaccination program: Taiwan experienceHao-Yuan Cheng, Mei-Chen Peng, Yu-Lun Liu, Ding-Ping Liu, Jen-Hsiang Chuang. [doi]
• Evaluation of junior medical officer clinical task management following the introduction of an electronic task management system at an Australian metropolitan health serviceAhileshwara K. Satchithananda, Magnus Blomqvist, Angus Ritchie. [doi]
• Introduction of an Automated Conversational Agent in the Peripartum Setting to Improve Maternal Mental HealthMaya Ramachandran, Sanaa H. Suharwardy, N. Lance Downing, Amy E. Judy. [doi]
• Precision Medicine: matching cancer patients with relevant treatmentsKahyun Lee, Michele Filannino, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner. [doi]
• Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement LearningXuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez. [doi]
• Direct Paging of Consultants From the Electronic Health Record: Optimizing Inpatient Consult Request WorkflowDaniel Kozman, Betty Tseng, Kelly Lockett, Myung Sim, Mindy K. Ross. [doi]
• Motivating Factors Influencing Patient Portal Engagement in the Primary Care SettingTamiyah Dinh, Jia-Wen Guo. [doi]
• Collaborative Health Reminders and Notifications: Insights from PrototypesKatie O'Leary, Daryl Tanghe, Wanda Pratt, James D. Ralston. [doi]
• Translating Community Input into Design of Contextualized Online Health Information ResourcesMari Millery, Victoria Berges, Rita Kukafka. [doi]
• The Road to Broader Adoption of CDS in a Learning Health SystemAziz A. Boxwala, Blackford Middleton, J. Marc Overhage, Julia Adler-Milstein. [doi]
• Mobile-Accessible Personal Health Records (PHR) Increases the Frequency and Timeliness of PHR Use for Patients with DiabetesIlana Graetz, Jie Huang, Richard Brand, John Hsu, Mary Reed. [doi]
• A Pilot Comparative Study of Health Information Seeking Performance and Perceived Mental Effort on Google Assistant versus Google ChromeZhaopeng Xing, Fei Yu. [doi]
• The development and validation of a task list for use in assessing the impact of novel technologies on nursing activitySarah P. Slight, Esther C. Moore, Clare L. Tolley. [doi]
• Participatory Design for Exposomic Studies Involving SensorsKatherine A. Sward, Jimmy Moore, Jason Wiese, Miriah Meyer. [doi]
• A Closer Look at Health Information Seeking by Older Adults and Involved Family and Friends: Design Considerations for Health Information TechnologiesAnne M. Turner, Katie Osterhage, Jean O. Taylor, Andrea L. Hartzler, George Demiris. [doi]
• Counting Readmissions: Surprisingly difficultAhmad K. Aljadaan, Peter Tarczy-Hornoch, Adam Wilcox, Todd F. Dardas, John H. Gennari. [doi]
• Integration of Transcriptomic Data Identifies Global and Cell-Specific Asthma-Related Gene Expression SignaturesMengyuan Kan, Maya Shumyatcher, Avantika Diwadkar, Gabriel Soliman, Blanca E. Himes. [doi]
• MEWSCast: Predictive Forecasting of Modified Early Warning Scores for Preemptive Management of Clinical AcuityJamie S. Hirsch, Raj Brar, Abraham Saraya, Kevin Bock, Michael I. Oppenheim, John Chelico, Shameer Khader. [doi]
• Development and Implementation of Genomic Data Pipelines within US institutions: A pilot multi-site survey among NHGRI's IGNITE Genomic Medicine SitesJosh F. Peterson, Henry Ong, Julie A. Lynch, J. Kevin Hicks, Paul R. Dexter. [doi]
• Addressing the Opioid Epidemic through Standards-Based Decision SupportKensaku Kawamoto, Bryn Rhodes, Isaac Vetter, Wesley Sargent. [doi]
• Feasibility of using Fitbit® to infer stress exposure in everyday lifeSerguei V. S. Pakhomov, Raymond L. Finzel, Jerika Eppel, Michael E. Kotlyar. [doi]
• RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease PatientsHaohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates. [doi]
• Opportunities Capturing Social Determinants of Health Data Using Electronic Health RecordsMaysoun Freij, Sarah Lewis, Scott R. Smith, Lauren Hovey, Jasmine Leonard, Andrew Card, Rina V. Dhopeshwarkar, Prashila Dullabh. [doi]
• National Patient-Centered Clinical Research Network (PCORnet) Distributed Research Network (DRN): Questions Answered from Preparatory-to-Research to Comparative EffectivenessJessica L. Sturtevant, Darcy Louzao, Keith Marsolo, Kathleen McTigue, Lesley H. Curtis. [doi]
• OneNote Meal: A Photo-Based Food Diary Study for Reflective Meal TrackingJohnna Blair, Yuhan Luo, Ning F. Ma, Sooyeon Lee, Eun Kyoung Choe. [doi]
• On-Demand Health Information Exchange Strategy: Estimating the Amount of Duplicate Documents Sent and ReceivedOmar Bouhaddou, Nelson Hsing, Nitin Jain, Jim Malpass, Margaret Donahue, Jonathan R. Nebeker. [doi]
• Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2016-2017)Douglas S. Bell, Kevin M. Baldwin, Christoph U. Lehmann, Elijah J. Bell, Emily C. Webber, Vishnu Mohan, Michael Leu, Jeffrey Hoffman, David C. Kaelber, Adam B. Landman, Howard Silverman, Jonathan D. Hron, Bruce P. Levy, Anthony A. Luberti, John T. Finnell, Charles Safran, Jonathan P. Palma, Peter L. Elkin, Bruce Forman, Eric G. Poon, James P. Killeen, David E. Avrin, Michael A. Pfeffer. [doi]
• Exploration of Trend-In-Trend Design for Signal Detection on a Large-Scale Medical Claims DatabaseYing Li. [doi]
• Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical NotesLiqin Wang, Joshua Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou. [doi]
• Cognitive Studies of Knowledge Representation and Use of Mental Health Clinical Guidelines by Community Health Workers: A FrameworkTrisha R. Sanghvi, Vijayalakshmi H. Nagaraj, Odille Chang, M. Sriram Iyengar, Wayne Irava, Vimla L. Patel. [doi]
• Using Prealignment in Global Volume Registration to Decrease Motion in Neonatal Resting-State fMRIJenna Schabdach, Rafael Ceschin, Vince Lee, Vincent Schmithorst, Ashok Panigrahy. [doi]
• Visualizations to Enhance Communication of Symptom Information for Patients and Providers: A Systematic ReviewMaichou Lor, Theresa A. Koleck, Suzanne R. Bakken. [doi]
• The Role of a Deep-Learning Method for Negation Detection in Patient Cohort Identification from Electroencephalography ReportsStuart Taylor, Sanda M. Harabagiu. [doi]
• Defining Clinically Meaningful Documentation Discrepancies during Transfer from the Pediatric Intensive Care Unit to Medical ServicesDaria F. Ferro, Naveen Muthu, Christopher P. Bonafide, Evan W. Orenstein. [doi]
• Re-purposing the ICD-9-CM Procedures Index for Coding in ICD-10-PCS and SNOMED CTKin Wah Fung, Julia Xu, Filip Ameye, Arturo Romero-Gutiérrez, Ariel Busquets. [doi]
• Health Information Technology Needs of Community Health Center Care Teams: Complex Patients and Social Determinants of Health InformationKhaya D. Clark, David A. Dorr, Raja A. Cholan, Rachel Gold, Richard Holden, Richelle J. Koopman, Bhavaya Sachdeva, Nate Warren, Erik Geissal, Deborah J. Cohen. [doi]
• Approaches to Improvement of Nursing Outcomes ClassificationHyunkyoung Oh, Sue Moorhead. [doi]
• Technology designed for elders to support chronic disease self-management: A systematic reviewCharles Senteio, Paul Murdock. [doi]
• Identifying Key Players in the Care Process of Patients with Diabetes Using Social Network Analysis and Administrative DataMina Ostovari, Denny Yu, Charlotte Steele-Morris Joy. [doi]
• Software Package to Load Data from REDCap to PCORnet CDM 4.0Charles D. Borromeo, Bill Shirey, Nickie Cappella, Shyam Visweswaran, Jonathan C. Silverstein, Michael J. Becich. [doi]
• Historically Comprehensive Medications Metadata for i2b2 Data WarehousesJay Pedersen, Bret J. Gardner, James R. Campbell 0001, Walter S. Campbell, Carol Geary, Lee B. Peters, Olivier Bodenreider, James C. McClay. [doi]
• HealthHint: A recommendation engine for behavior change support systemsSreedevi Nair, Sahiti Myneni. [doi]
• Extraction of DEXA Lab Values from SOAP Notes using the MITRE Identification Scrubber Toolkit (MIST) to Perform Named Entity RecognitionAdetomiwa O. Oguntuga, Alan Wilks, Gaurika Tyagi, Nam Nguyen. [doi]
• Employee Susceptibility to Phishing Attacks at US Healthcare InstitutionsWilliam Gordon, Adam Wright, Ranjit Aiyagari, Leslie Corbo, Jigar Kadakia, Jack Kufahl, Christina Mazzone, James Noga, Mark A. Parkulo, Brad Sanford, Paul Scheib, Adam B. Landman. [doi]
• Community Engagement to Optimize the Use of Wearable Sensors in a Diabetes Self-Management Intervention Targeting Hispanic and Latino AdultsLeah R. Yingling, Nancy Allen, Michelle Litchman, Vanessa D. Colicchio, Elisa Amador, Jeannette Villalta, Bryan Smith Gibson. [doi]
• Process Driven Guidance for Complex Surgical ProceduresGeorge S. Avrunin, Stefan C. Christov, Lori A. Clarke, Heather M. Conboy, Leon J. Osterweil, Marco A. Zenati. [doi]
• Development of a Machine Learning Model for Prediction of Successful Extubation and User-Friendly Implementation for Real-World UseJoongheum Park, Hao Shi, Adler J. Perotte. [doi]
• Designing Tailored Patient Education on Atrial FibrillationTammy Toscos, Ryan Ahmed, Romisa Ghahari Rohani, Elizabeth Martin, Shauna Wagner, Michelle Drouin, Michael J. Mirro. [doi]
• Ankle Brachial Index Extraction SystemPatrick R. Alba, Scott L. DuVall, Daniel Norvell, Kathryn P. Moore, Joseph M. Czerniecki, Olga V. Patterson. [doi]
• Analysis of muscle activity to support athletes training: the case of boxeMarco Prenassi, Pierluigi D'Antrassi, Renato De Donato, Lorenzo Rossi, Sara R. Marceglia, Luca Andreoletti, Simona Mrakic-Sposta. [doi]
• Implementing Shared Decision Making Tools in Clinical Decision Support SystemsThomas E. Elliott, Patrick J. O'Connor, JoAnn M. Sperl-Hillen, Alicia KuninBatson, Heidi L. Ekstrom, Daniel Saman, Melissa L. Harry. [doi]
• Computable Longitudinal Patient TrajectoriesJeremy L. Warner, Guergana Savova, Noemie Elhadad, Lisa Bastarache, David Gotz. [doi]
• Improved Visualization of Hierarchical Datasets with VIADSMatthew Emerson, Matthew Brooks, David Masters, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Xia Jing. [doi]
• Predicting Thromboembolism after Vaginal and Laparoscopic Hysterectomy in Gynecologic Oncology Patients using Machine LearningJustin E. Kleiner, Michael Cohen, Dilum P. Aluthge, Ishan Sinha, Indra Neil Sarkar, Elizabeth S. Chen, Dario R. Roque. [doi]
• Patient Portal Use in Diabetes Management: A Literature ReviewRan Sun, Mary T. Korytkowski, Susan M. Sereika, Melissa I. Saul, Dan Li, Lora E. Burke. [doi]
• Influence of Scribes on Patient-Physician Communication in Primary CareShivang U. Danak, Timothy C. Guetterman, Melissa Plegue, Heather L. Holmstrom, Alexander P. Duthler, Anne Yoo, Reema L. Kadri, Lorraine R. Buis. [doi]
• Clinical Documentation in Electronic Health Record Systems: Analysis of Patient Record Review During Outpatient Ophthalmology VisitsMichelle R. Hribar, David A. Biermann, Isaac H. Goldstein, Michael F. Chiang. [doi]
• Prescription Drug Monitoring Programs: Designing Informatics Solutions to Address the Opioid EpidemicNina Smith, Kimberly A. D'Souza, Ankita Misra. [doi]
• Predicting the Costs of Medical Liability Using Artificial Neural NetworksJonathan T. Vu, Dilum P. Aluthge, Ishan Sinha, Elizabeth S. Chen, Indra Neil Sarkar. [doi]
• Refinement of Clinical Decision Support Through Direct User FeedbackSayon Dutta, David M. Rubins, Adam Wright. [doi]
• Examining Parameter Sensitivity and Alert Reliability in Sepsis SurveillanceRobert C. Amland. [doi]
• Resource and Response Type Classification for Consumer Health Question AnsweringWilliam R. Kearns, Jason A. Thomas. [doi]
• Heat Map, a Visual Tool for Comparative AnalyticsJamie C. Palumbo, Randall C. Wetzel, Gerardo Soto-Campos. [doi]
• Systematic Evaluation of Smartphone Applications for Breast Cancer SurvivorshipAkshat Kapoor, Priya Nambisan, Elizabeth Baker. [doi]