Table of Contents

• MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencEChao Jiang, Xiaoqian Jiang, Shuang Wang, Diana Guijarro, Elizabeth A. Bell, Imho Jang, Gwangnoh Yun, Masud Rahman, Lucila Ohno-Machado, Hyeoneui Kim. [doi]
• Mobile system to gather patient-generated data in Parkinson's Disease treatmentMarco Prenassi, Pierluigi D'Antrassi, Lorenzo Rossi, Sergio Barbieri, Simona Mrakic-Sposta, Sara R. Marceglia. [doi]
• Medical Benefit Drug Claims: Assessing the NDC Documentation GapTerrence J. Adam, Bithia Anderson, Angeline Carlson, Mahsa Salsabili, Glenn Trygstad, Stephen Schondelmeyer. [doi]
• Using Modular Reasoning to Improve Classification Performance of the SNOMED CT Ontology With Added Description Logic FeaturesRobert R. Hausam. [doi]
• Towards Supporting Patient Decision-making In Online Diabetes CommunitiesJing Zhang, Rebecca A. Marmor, Jina Huh. [doi]
• Correlation Between End-User Experience and Clinical Effectiveness of a Clinical Decision Support Tool for the Management of Uncontrolled HypertensionVictor S. Lin, Andrew Holdaway, Neris Nieves-Robbins, Robert C. Marshall, Keith Solveson, Robert D. Highley, Leilani A. Siaki. [doi]
• Improving Quality of Follow-Up Imaging Recommendations in RadiologyThusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn. [doi]
• Identifying Falls Risk Screenings Not Documented with Administrative Codes Using Natural Language ProcessingVivienne J. Zhu, Tina Walker, Robert W. Warren, Peggy Jenny, Stéphane M. Meystre, Leslie A. Lenert. [doi]
• Revision of Order Sets Using Experts' Knowledge and Data-Driven EvidenceYiye Zhang, Richard Trepp, Jorge M. Luna, David K. Vawdrey, Victoria Tiase. [doi]
• Current State of Visualization of EHR data - What's needed? What's next?Vivian L. West, Hadi Kharrazi, Dawn Dowding, Jesus J. Caban, Danny T. Wu. [doi]
• Clinical Machine Comprehension Using Case ReportsSimon Suster, Walter Daelemans. [doi]
• Combining mechanism-based prediction with patient-based profiling for psoriasis metabolomics biomarker discoveryQuanQiu Wang, Thomas McCormick, Nicole Ward, Kevin Cooper, Ruzica Conic, Rong Xu. [doi]
• The Impact of Human Microbiome on Precision MedicineAlexander V. Alekseyenko, Lita M. Proctor, Paul Carlson, Scott A. Jackson, Connie Chen. [doi]
• The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical PracticeYin Aphinyanaphongs, David Holmes, Berkman Sahiner, Parsa Mirhaji, Michael Draugelis. [doi]
• The Problems of Realism-Based Ontology Design: a Case Study in Creating Definitions for an Application Ontology for Diabetes CampsJames C. Schuler, Werner Ceusters. [doi]
• Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social DocumentationElizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton. [doi]
• Towards Spatial Analysis of Opioid Abuse Using TwitterSheetal Mangesh Pandrekar. [doi]
• Development and Validation of a Continuously Age-Adjusted Measure of Patient Condition for Hospitalized Children Using the Electronic Medical RecordMichael J. Rothman, Joseph J. Tepas III, Andrew J. Nowalk, Joan M. Rimar, Albert Marchetti, Allen L. Hsiao. [doi]
• Creating Clinical Fuzzy Automata with Fuzzy Arden SyntaxJeroen S. de Bruin, Heinz Steltzer, Andrea Rappelsberger, Klaus-Peter Adlassnig. [doi]
• Implementing a Real-Time Location System (RTLS) at an Ambulatory Oncology Surgical CenterAaron Ostrovsky, Daniel M. Stein, Brett Simon, Justin McManus, Alexander Stevens, Marcia Levine, Peter D. Stetson. [doi]
• Clinical Informatics in Medical Education: Innovations from the AMA Accelerating Change in Medical Education InitiativeWilliam R. Hersh, Susan E. Skochelak, Anderson Spickard, Blaine Y. Takesue, Paul N. Gorman. [doi]
• Clinical Informatics 101 Training in Family MedicineTochi Iroku-Malize, Barbara Keber. [doi]
• The Variation in Patient Portal Access for Adolescents in the United States: How Different Medical Centers Manage their Adolescent AccessMarianne Sharko, Lauren Wilcox, Matthew K. Hong, Jessica S. Ancker. [doi]
• New MetaMap Features for Processing Numerical TablesFrançois-Michel Lang, Dina Demner-Fushman. [doi]
• Evaluating the Quality of Patient Address Data in an EHR systemMichael N. Cantor. [doi]
• Challenges with Collecting Smoking Status in Electronic Health RecordsFernanda Polubriaginof, Hojjat Salmasian, David A. Albert, David K. Vawdrey. [doi]
• deidentifyPhilipp Burckhardt, Rema Padman. [doi]
• Clinical Named Entity Recognition Using Deep Learning ModelsYonghui Wu, Min Jiang, Jun Xu, Degui Zhi, Hua Xu. [doi]
• Reuse of PCORnet Data to Support the Precision Medicine Initiative: Data Model HarmonizationJeffrey G. Klann, Matthew A. Joss, Kevin Embree, Shawn N. Murphy. [doi]
• Evaluating Word Embeddings from Multiple Domains for Symptom Recognition in Psychiatric NotesYaoyun Zhang, Hee-jin Lee, Yonghui Wu, Hua Xu. [doi]
• Secure and Trustable Electronic Medical Records Sharing using BlockchainAlevtina Dubovitskaya, Zhigang Xu, Samuel Ryu, Michael Schumacher 0001, Fusheng Wang. [doi]
• Customization of a commercial CPOE system to improve patient safetyClare L. Tolley, Neil Watson, Andrew Heed, Andrew K. Husband, David W. Bates, Sarah P. Slight. [doi]
• Evolution of Research Topics in MEDLINEAndrej Kastrin, Thomas C. Rindflesch, Dimitar Hristovski. [doi]
• Fall Prevention and Fire DepartmentsAndrew Muth, Christopher Hollweg, Pamela Garcia-Filion, Michael Smith, Hamed Abbaszadegan. [doi]
• Consumer Views of Electronic Health and Genetic Data Sharing: Findings of a National SurveyKatherine K. Kim, Lucila Ohno-Machado. [doi]
• NLM3D: an Open-Source Library of Medical-Imaging-derived 3D Polygonal Models for Use in Public Health, Medical and STEM ApplicationsKristen Browne, Anne Altemus. [doi]
• Annotation of Research Common Data Elements Using Clinical TerminologiesVojtech Huser, Cynthia Burke, Minh-Diep Nguyen, Liz Amos. [doi]
• Home Behavior Monitoring Module in OpenEMR: Use of home sensors as Patient-Generated Data (PGD) for elderly careRegina A. Casanova-Perez, Catharine I. De Freitas, Pierre G. Padilla, Yong Kyung Choi. [doi]
• Canary: An Information Extraction Platform for Clinical ResearchersShervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, Alexander Turchin. [doi]
• Decision Support to Effeciently Identify Patients for Advanced Heart Failure TherapiesR. Scott Evans, Abdallah Kfoury, Benjamin D. Horne, Jim Lloyd, Jose Benuzillo, Kismet Rasmusson, Colleen Roberts, Donald L. Lappé. [doi]
• Impact of Clinician Experience on Machine Learned Clinical Order PatternsJason K. Wang, Alejandro Schuler, Nigam Shah, Jonathan H. Chen. [doi]
• Harmonizing User-defined Phenotypic Variables using Latent Semantic Analysis (LSA) to Improve Data Discoverability in dbGaPLiz Amos, Satyajeet Raje, Masato Kimura, Preeti G. Kochar, Victoria Wilder, Ben Busby. [doi]
• Mining Hierarchies and Similarity Clusters from Value Set RepositoriesKevin J. Peterson, Guoqian Jiang, Scott M. Brue, Feichen Shen, Hongfang Liu. [doi]
• Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial FibrillationXiang Li, Zhaonan Sun, Xin Du, Haifeng Liu, Gang Hu, Guotong Xie. [doi]
• A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learningXinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith Diaz, Ying-Kuen K. Cheung, Min Qian. [doi]
• Developing a concussion assessment mHealth app for certified Athletic TrainersScott P. McGrath, Melanie L. McGrath, Dhundy Bastola. [doi]
• Leveraging Large-Scale Computing for Population Information Integration, Analysis, and ModelingJessica A. Boten, Donna R. Rivera, Madhumita Myneni, Georgia D. Tourassi, Tanmoy Bhattacharya, Ana Paula de Oliveira Sales, Thomas S. Brettin, Paul A. Fearn, Lynne Penberthy. [doi]
• Resident physician efficiency in the electronic medical record (EMR): sustaining improvementsEmily C. Webber, Ellen Klink, Andrew O'Brien, Courtney Hines. [doi]
• An Overview of Emerging Real-World OpenHIE Use Cases: Successes, Challenges, and Future OpportunitiesShaun J. Grannis, Eric-Jan Manders, Frederick C. Leitner, Annah Ngaruro, Jack Bowie. [doi]
• AMICUS: A Metasystem for Interoperation and Combination of UIMA SystemsGregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov. [doi]
• Successes and Challenges in Developing and Implementing Electronic Informed Consent Tools for ResearchChristopher A. Harle, David R. Nelson, Kenneth W. Goodman, Elizabeth Bell. [doi]
• Number of Citations of Structured and Unstructured Abstracts in PubMedFang Liu, Paul A. Fontelo. [doi]
• Real-time Mortality Prediction in the Intensive Care UnitAlistair E. W. Johnson, Roger G. Mark. [doi]
• A Pilot Randomized Trial to Train Vulnerable Primary Care Patients to Use an Online Patient Portal WebsiteCourtney R. Lyles, Lina Tieu, Stephen Kiyoi, Shobha Sadasivaiah, Mekhala Hoskote, Neda Ratanawongsa, Urmimala Sarkar, Dean Schillinger. [doi]
• Computer Vision-based Approach to Maintain Independent Living for SeniorsZelun Luo, Alisha Rege, Guido Pusiol, Arnold Milstein, Fei-Fei Li, N. Lance Downing. [doi]
• Design and Implementation of a Structured Sequencing Report Format: A Multi-Stakeholder Perspective from eMERGELuke V. Rasmussen, Darren C. Ames, Samuel J. Aronson, Lawrence J. Babb, Casey L. Overby. [doi]
• The PCORnet Learning CycleKeith Marsolo, Laura G. Qualls, Bradley G. Hammill, Jeffrey S. Brown, Lesley H. Curtis. [doi]
• Representation and Validation of Reference Content Sources Within a Commercially Available Knowledge Management SystemChristopher J. Vitale, Priyaranjan Tokachichu, Daniel Kim, Margarita Sordo, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• Healthcare Claims Data - Challenges in Acquisition and AnalysisBhanu Bahl, Daniel Runt, Nealia khan. [doi]
• A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for InfectionAnoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto. [doi]
• Selecting and Refining the Characteristics of a Virtual Nurse for a Technology-Assisted Hospital-to-Home Care Transition Intervention in the Veterans Health AdministrationLorilei M. Richardson, Jessica Lipschitz, Timothy P. Hogan, Stephanie L. Shimada, Bridget Smith, Steven R. Simon, Amy Rubin, Bonnie J. Wakefield, Peter Kaboli, Jeydith Gutierrez Perez, Paul A. Heidenreich, Shuo Zhou, Zachary Berwaldt, Lin Shi, Timothy W. Bickmore, Thomas K. Houston. [doi]
• 20 Years of Digital Pathology - An Overview of the Road Travelled and What is on the HorizonJoel H. Saltz, Ashish Sharma 0001, Alexis B. Carter, Liron Pantanowitz, Tahsin M. Kurç. [doi]
• Patient and physician predictors of patient receipt of empiric therapies recommended by a computerized decision support system: a cohort studyAngela L. P. Chow, David C. Lye, Onyebuchi A. Arah. [doi]
• Clinical code set engineering for reusing EHR data for research: A reviewRichard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek. [doi]
• mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor DataTimothy Hnat, Syed Monowar Hossain, Nasir Ali, Simona Carini, Tyson Condie, Ida Sim, Mani B. Srivastava, Santosh Kumar 0001. [doi]
• Turning Off Medication Alerts to Reduce Clinical Decision Support OverridesAllison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Ryan P. Walsh, Adam Wright, Dean F. Sittig. [doi]
• Mobile apps for mood tracking: an analysis of features and user reviewsClara Caldeira, Yu Chen 0008, Lesley Chan, Vivian Pham, Yunan Chen, Kai Zheng 0002. [doi]
• Leveraging Electronic Health Record Data for Community Health Assessment and SurveillanceBrian E. Dixon, P. Joseph Gibson, Karen Frederickson Comer, Jian Zou, Regenstrief L. Poremba, Marc B. Rosenman. [doi]
• Anticoagulation Safety Risk Assessment: Evaluating compliance with an anticoagulation protocol through secondary use of EHR dataHojjat Salmasian, Eric Venker, Emilia Hermann, Iheanacho O. Emeruwa, Dnaiel Farrell, Jason S. Adelman. [doi]
• Project A-G-T-C: Adding Genetic Test data in Clinical data warehouseJonathan Wickes, Hyeoneui Kim, Hyun-Dae Kim, Jihoon Kim, Wenhong Zhu, Lucila Ohno-Machado, Olivier Harismendy. [doi]
• Pilot study using wearable and mobile app data in patients with the sickle cell disease to describe and predict painKalindi Narine, Fan Yang, Tanvi Banerjee, Jude Jonassaint, Rita Masese, Nirmish Shah. [doi]
• Data Management, Sharing, and Citation Strategies in The Cancer Imaging Archive (TCIA)Tracy S. Nolan, Justin S. Kirby, Fred W. Prior. [doi]
• Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes MellitusZhe He 0001, Arturo Gonzalez-Izquierdo, Spiros Denaxas, Andrei Sura, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian. [doi]
• Learning Doctors' Medicine Prescription Pattern for Chronic Disease Treatment by Mining Electronic Health Records: A Multi-Task Learning ApproachEryu Xia, Jing Mei, Guotong Xie, Xuejun Li, Zhibin Li, Meilin Xu. [doi]
• Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital ReadmissionsLisa V. Grossman, Rollin R. Reeder, Colin G. Walsh, Devan Kansagara, David K. Vawdrey, Hojjat Salmasian. [doi]
• RxMix - Use of NLM drug APIs by non-programmersOlivier Bodenreider, Lee B. Peters. [doi]
• A novel application of point-of-sales grocery transaction data to enhance community nutrition monitoringHiroshi Mamiya, Erica E. Moodie, David L. Buckeridge. [doi]
• Validating a Single-Item Stress Scale for mHealth InterventionsWonchan Choi, Sherry L. Pagoto, Edwin D. Boudreaux, Bengisu Tulu. [doi]
• SMARTenAPP: The Development of a Web-Based Application as an Antimicrobial Stewardship Intervention: A Pilot ProjectRichard Medford, Siddhartha Srivastava, Gerald Evans. [doi]
• Clinical Trial Eligibility Criteria Fail to Meet Burden of GeneralizabilityAmelia J. Averitt, Chunhua Weng, Adler J. Perotte. [doi]
• Sharing Clinical Notes with Hospitalized Patients via an Acute Care PortalLisa V. Grossman, Ruth M. Masterson Creber, Susan Restaino, David K. Vawdrey. [doi]
• Creating a Cluster of Preclinical Lessons Using Pharmacogenomic-Focused Patient Case PresentationsBlaine Y. Takesue, Maureen Harrington, Bradley Allen, Debra Litzelman, Paul R. Dexter. [doi]
• X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US CountiesMatthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh. [doi]
• Essential Components of a Patient Engagement Platform for Comprehensive Cancer CareDaniel M. Stein, Rimma Belenkaya, Erdeta Bani, Olga Strachna, Peter D. Stetson. [doi]
• Semantic Analysis of a Nursing Home EHR for Sensor Data AnnotationZhongkai Huang, Mihail Popescu. [doi]
• Creating a Corpus Resource for Text Simplification R & DDebra Revere, Partha Mukherjee, David Kauchak, Gondy Leroy. [doi]
• Drug repositioning for prostate cancer: using a data-driven approach to gain new insightsQuanQiu Wang, Rong Xu. [doi]
• Data Visualization of Home Care Admission Nurses' Decision-MakingPaulina S. Sockolow, Yushi Yang, Ellen J. Bass, Kathryn H. Bowles, Annika Holmberg, Sheryl L. Potashnik. [doi]
• User Requirements for an Electronic Medical Records System for Oncology in Developing Countries: A Case Study of UgandaJohnblack K. Kabukye, Sabine Koch, Ronald Cornet, Jackson Orem, Maria Hägglund. [doi]
• Matching Consumer Health Vocabulary with Professional Medical Terms Through Concept EmbeddingYue Wang, Jian Tang, V. G. Vinod Vydiswaran, Kai Zheng 0002, Hua Xu, Qiaozhu Mei. [doi]
• Leveraging existing corpora for de-identification of psychiatric notes using domain adaptationHee-jin Lee, Yaoyun Zhang, Kirk Roberts, Hua Xu. [doi]
• Parsing MetaMap Files in HadoopAmy L. Olex, Alberto Cano 0001, Bridget T. McInnes. [doi]
• Development and Evaluation of a Novel User Interface for Reviewing Clinical Microbiology ResultsAdam Wright, Pamela M. Neri, Skye Aaron, Thu-Trang T. Hickman, Francine L. Maloney, Daniel A. Solomon, Dustin S. McEvoy, Angela Ai, Kevin W. Kron, Gianna Zuccotti. [doi]
• Towards Analytics of the Patient and Family Perspective: A Case Study and Recommendations for Data Capture of Safety and Quality ConcernsBrittany Couture, Maureen B. Fagan, Esteban Gershanik, Catherine Yoon, James C. Benneyan, David W. Bates, Sarah A. Collins. [doi]
• Towards precision informatics of pharmacovigilance: OAE-CTCAE mapping and OAE-based representation and analysis of adverse events in patients treated with cancer drugsMeiu Wong, Rebecca Racz, Edison Ong, Yongqun He. [doi]
• Business Process Modeling in the Arden SyntaxRobert A. Jenders. [doi]
• Can SNOMED CT Changes Be Used as a Surrogate Standard for Evaluating the Performance of Its Auditing Methods?Guo-Qiang Zhang 0001, Yan Huang, Licong Cui. [doi]
• Toward Reading Comprehension of Online Health Information: An Initial AnnotationDanny T. Y. Wu, Seung-Hyun B. Ko, Chirs A. Feak. [doi]
• Measuring the Value of EHR's Free-text in Identifying Geriatric Risk FactorsFardad Gharghabi, Laura Anzaldi, Thomas Richards, Jonathan P. Weiner, Hadi Kharrazi. [doi]
• From Scoping Review to Metadata: An Evidence-Based Approach to Identifying Informed Consent Metadata for BiorepositoriesMarcelline R. Harris, Frank J. Manion, Hsing-yi Song, Yongqun He, Muhamamd F. Amith, Cui Tao. [doi]
• Exploring Barriers to the use of Electronic Health Records in the Trauma Room Using a Cognitive Work AnalysisRyan J. Rasmussen, Jane M. Carrington. [doi]
• Large-Scale Text Mining of Social Determinants from Electronic Health Records: Case Studies of Homelessness and Adverse Childhood ExperiencesCosmin Adrian Bejan, John Angiolillo, Douglas Conway, Robertson Nash, Jana Shirey-Rice, Loren Lipworth-Elliot, Robert M. Cronin, Jill M. Pulley, Sunil Kripalani, Shari Barkin, Kevin B. Johnson, Joshua C. Denny. [doi]
• Implementing Automated Data Reporting to Improve Early Hearing CareShan He, Christine Perfili, Darren K. Mann, Matt S. Hoffman, Viral Shah, Gary Anderson, Rishabh Bhatia, Sidney N. Thornton. [doi]
• Can Automated Retrieval of Data from Emergency Department Physician Notes Enhance Radiology Order Entry Process?Justin F. Rousseau, Ivan Ip, Ali S. Raja, Vlad Valtchinov, Jeremiah D. Schuur, Ramin Khorasani. [doi]
• Automated Extraction of Pediatric Obese and Allergic Related Asthma Phenotypes from the Electronic Health RecordMindy K. Ross, Javier Sanz, Douglas S. Bell. [doi]
• Exploration of Semantic Expressions to Define Classification RulesMargarita Sordo, Benjamin J. Gross, Priyaranjan Tokachichu, Christopher J. Vitale, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• Transformation of Disparate Terminology Standards to a Common ModelEric Y. Hwang, Soyun S. Choi. [doi]
• Innovation in Workflow Methods for Consumer Health InformaticsMustafa Ozkaynak, Rupa Valdez, George Demiris, Laurie L. Novak, Yong Kyung Choi, Charlene R. Weir. [doi]
• Barriers, Facilitators, and Solutions to Optimal Patient Portal and Personal Health Record Use: A Systematic Review of the LiteratureJane Y. Zhao, Buer Song, Edwin Anand, Diane G. Schwartz, Mandip Panesar, Gretchen Purcell Jackson, Peter L. Elkin. [doi]
• Developing a Framework for Evaluating Influencers of Frailty in AgingAndrew B. Phillips, Margarita Sordo, Ruth Palan Lopez, Jacqueline Merrill. [doi]
• An International Comparison of High-priority and Low-priority Drug-drug Interactions in Different Electronic Health Record SystemsPieter Cornu, Shobha Phansalkar, Diane L. Seger, InSook Cho, Sarah K. Pontefract, Alexandra Robertson, David W. Bates, Sarah P. Slight. [doi]
• SMART on FHIR Apps from the University of Utah Interoperable Apps and Services (IAPPS) Initiative: Extending the EHR to Optimize Patient CareKensaku Kawamoto, Benjamin S. Brooke, Guilherme Del Fiol, Charlene R. Weir. [doi]
• Implementation and Adherence Evaluation of Intrusive Alerts for Adjusting Dose to Renal FunctionFrancisco M. Bernabeu, Susana Hernandez Caffot, Nadime Noe Sufan, Fabiana Ellena, Bayan V. Khorsandnia. [doi]
• Classifying Clinical Trial Eligibility Criteria to Facilitate Phased Cohort Identification Using Clinical Data RepositoriesAmy Y. Wang, William J. Lancaster, Matthew Wyatt, Luke V. Rasmussen, Daniel Fort, James J. Cimino. [doi]
• Improving Common Ground Development in Surgical Training through Talk and ActionYuanyuan Feng, Helena M. Mentis. [doi]
• Optimizing Patient Care through Clinical Decision Support: Identification of Opportunities and Call to Action by the National Academy of MedicineJames E. Tcheng, Kensaku Kawamoto, Blackford Middleton, Jonathan M. Teich, Scott Weingarten. [doi]
• A Comparison of Using Full and Partial Information from Administrative Claims Data to Predict Future Health Care CostsHong J. Kan, Hadi Kharrazi, Hsien-Yen Chang, Jonathan P. Weiner. [doi]
• Problem List 2.0Joel R. Buchanan, William L. Galanter, DuWayne L. Willett, Adam Wright. [doi]
• Global HIV Case Surveillance Using Electronic Medical Records (EMR) DataLisa A. Murie, Eric-Jan Manders, James M. Kariuki, Mahesh Swaminathan, Xenophon Santas. [doi]
• Specifications of Clinical Quality Measures and Value Set Vocabularies Shift Over Time: A Study of Change through Implementation DifferencesRaja A. Cholan, Nicole Gray Weiskopf, Doug Rhoton, Nicholas V. Colin, Rachel L. Ross, Melanie N. Marzullo, Bhavaya Sachdeva, David A. Dorr. [doi]
• Evaluation of Automated Spectrographic Seizure Detection Using Scale Invariant Feature Transform and Support Vector MachinesPeter Yan, Fei Wang, Ramin Zabih, Zachary M. Grinspan. [doi]
• Rationale and Design for the Duke Connected Care Predictive Modeling Pilot with a Medicare Shared Savings Program PopulationShelley A. Rusincovitch, Ricardo Henao, Michael Gao, Lawrence Carin, Ursula Rogers, N. B. Neely, Mary Schilder, Daniel Costello, Eugenie Komives, Erich Huang. [doi]
• Mixed Methods Approach for Understanding Clinical WorkflowIoana Danciu, Kim M. Unertl, Stuart Weinberg, Daniel Fabbri. [doi]
• Detecting Contradictory and Consistent Citations in Biomedical LiteratureJun Xu, Yonghui Wu, Yaoyun Zhang, Qiang Wei, Hua Xu. [doi]
• Characterizing a Learning Curve for Annotating Data for Training and Validation of Natural Language Processing SystemsGlenn L. Abastillas, Spencer Morris, Jessica A. Boten, Tumenbayar Tumurchudur, Kinjal Vora, Paul A. Fearn. [doi]
• MeSHgram: An Open Source Tool to Visually Browse Co-occurrence of MeSH Terms in PubMedSatyajeet Raje, Ravi Teja Bhupatiraju, Abdelrahman Hosny, Ben Busby. [doi]
• Cardioprotective Drugs and Incident Dementias in Medicare's Big DataFabrício S. P. Kury, Seo H. Baik, Clement J. McDonald. [doi]
• Enabling Collaboration for Building High Quality, Sustainable and Scalable National Health Information Systems in Resource-limited SettingsPascal Brandt, Jan Flowers, William B. Lober. [doi]
• A Simple and Efficient Method for the Management of Multiple Electronic Health Record-Driven Phenotype ProjectsCosmin Adrian Bejan, Joshua C. Denny. [doi]
• Relationship between the Breadth of Patient Engagement Health IT Features Adopted and Hospital Financial StrengthO. Elijah Asagbra. [doi]
• Medication Errors Generated When Using Computerized Provider Order Entry Systems in Pediatrics: A Systematic ReviewNiamh E. Forde, Clare L. Tolley, Katherine L. Coffey, Dean F. Sittig, Joan S. Ash, Andrew K. Husband, David W. Bates, Sarah P. Slight. [doi]
• Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey DataPei-Yun Sabrina Hsueh, Subhro Das. [doi]
• Social Determinants of Health: Applied Informatics Approaches Incorporating Context into CareMichael Cantor, Hossein Estiri, Rachel Gold, Theresa Cullen. [doi]
• Bayesian Prediction of Asthma Exacerbation in ChildrenSunghwan Sohn, Young J. Juhn, Sungrim Moon, Chung-Il Wi, Katherine S. King, Euijung Ryu, Hongfang Liu. [doi]
• Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer TreatmentTina Hernandez-Boussard, Panayotis Kourdis, Wen-wai Yim, Rajendra Dulal, Douglas W. Blayney, James Brooks. [doi]
• Detecting Adverse Drug Event Safety Signals from MEDLINE Reports: Challenges in Employing Cross-terminology Mapping of MeSH to MedDRAAbhivyakti Sawarkar, Alfred Sorbello, Anna Ripple, Olivier Bodenreider. [doi]
• Improving Ambulatory Care Patient Safety for Community Acquired Pneumonia through a New Electronic Clinical Decision SupportMaysoun Freij, Prashila Dullabh, Richard Shiffman, Nitu Kashyap, Rajdeep Brar, Katherine Donaldson, Sarah Islam, Richard Ricciardi. [doi]
• Information and Communication Technologies Adoption by Healthcare Professionals in BrazilCristina Lucia Feijó Ortolani, Fabio Senne, Alexandre F. Barbosa, Heimar F. Marin. [doi]
• The Effect of Relational Coordination on Handoff Routines: A Case StudySaira N. Haque, Carsten S. Østerlund, Lawrence M. Fagan. [doi]
• Harnessing Biomedical Natural Language Processing Tools to Identify Medicinal Plant Knowledge from Historical TextsVivekanand Sharma, Wayne Law, Michael J. Balick, Indra Neil Sarkar. [doi]
• From Large-Scale Network Analytics to Clinical Solutions in OHDSIJon D. Duke, George Hripcsak, Patrick B. Ryan, Nigam Shah. [doi]
• Creating RDF Data on Trauma Care Organizations from QuestionnairesJoseph R. Utecht, Jonathan P. Bona, Mathias Brochhausen. [doi]
• Evaluation of Clinical Text Segmentation to Facilitate Cohort RetrievalTracy Edinger, Dina Demner-Fushman, Aaron M. Cohen, Steven Bedrick, William R. Hersh. [doi]
• Automatically Detecting Likely Edits in Clinical Notes Created Using Automatic Speech RecognitionKevin Lybarger, Mari Ostendorf, Meliha Yetisgen. [doi]
• Using Machine Learning to Predict Hospital Acquired SepsisXinran Liu, Greg McKelvey, James Marquardt, Rosemary M. Grant, David Carlbom. [doi]
• Exploration of Contextual Digital Data as a Source of Patient Safety InsightDana M. Womack, Michelle R. Hribar, Paul Gorman. [doi]
• Evaluating Health Kiosk Technology as an Enabler of Shared Decision MakingSelena Davis, Karen L. Courtney, Judith T. Matthews. [doi]
• Agile Clinical Decision Support DevelopmentVaishnavi Kannan, Mujeeb Basit, DuWayne L. Willett. [doi]
• Extracting Actionable Recommendations for Modifying Enterprise Order Set Templates from CPOE Utilization PatternsNathan C. Hulse, Jaehoon Lee. [doi]
• Linking Resident Behavior to Health Conditions in an Eldercare Monitoring SystemMihail Popescu, Andrew L. Craver, Lorraine Phillips, Richelle J. Koopman, Laurel Despins, Gregory L. Alexander, Marilyn Rantz. [doi]
• Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's HospitalRanyah Aldekhyyel, Michael Pitt, Yan Wang, Genevieve B. Melton. [doi]
• Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised LearningChe Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah. [doi]
• A Usability Study to Evaluate the Impact of a Novel Automated Brain Tumor Assessment ApplicationEdgar A. Rios Piedra, Iren Orosz, Mary Zide, Suzie M. El-Saden, Ricky E. Taira, Alex A. T. Bui, William Hsu. [doi]
• Semantic Association for Literature Based DiscoverySam Henry, Bridget T. McInnes. [doi]
• Validation of Standard Diabetes Identification withIdentification Methods inin Electronic Health RecordsKatie E. Bickett, Timothy D. Imler. [doi]
• America Walks, a Cross-platform Mobile ResearchKit Study of Walking Behavior Based on Passive Step TrackingChintan Patel, Nickolas Whiting, Aamir M. Bhat, Mir Suhail, Priya Menon, Shweta Mishra, Sharib A. Khan. [doi]
• Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) AssignmentWei Wei, Zhanglong Ji, Lucila Ohno-Machado. [doi]
• Phenotyping physiologic measurement of lung function in a large electronic health record using automated toolsKathleen M. Akgün, Keith Sigel, Kei Cheung, Farah Kidwai-Khan, Alex K. Bryant, Cynthia Brandt, Amy C. Justice, Kristina Crothers. [doi]
• Person-Centric vs. Problem-Centric: Data-driven Heuristics for using Machine Learning to Improve Health OutcomesJohn B. Coles, Brett F. Cropp, Michael Moskal, Jacob Fijas, Jacob Ekstrum. [doi]
• A Flexible Computational Neuroinformatics Workflow for Computing Functional Networks in Epilepsy Neurological DisorderArthur L. Gershon, Bilal Zonjy, Curtis Tatsuoka, Kaushik Ghosh, Satya S. Sahoo. [doi]
• Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health RecordsJohnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta. [doi]
• Assessment of Clinical Decision Support Resolution: A Comparison Between a Generic and Targeted CDS NotificationJessica Ken, Alina Bogdanov, Joe Vasey, Shruti Gangadhar, Richard M. Loomis. [doi]
• Fast and Accurate Metadata Authoring Using Ontology-Based RecommendationsMarcos Martínez Romero, Martin J. O'Connor, Ravi D. Shankar, Maryam Panahiazar, Debra Willrett, Attila Levente Egyedi, Olivier Gevaert, John Graybeal, Mark A. Musen. [doi]
• Development & Implementation of a Clinical Decision Support Tool for Familial HypercholesterolemiaAli Hasnie, Pedro J. Caraballo, Robert R. Freimuth, Iftikhar J. Kullo. [doi]
• Towards Improving the Quality of Medicaid Data: Identifying Data Defects in a Large Healthcare Administration SystemYili Zhang, Pratik Tamakuwala, Gunes Koru. [doi]
• Meeting User Needs for a Data Discovery Index of Biomedical Big DataRam Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson. [doi]
• Assessing Usability of the D2Refine Platform for Harmonization and Standardization of Clinical Study Data DictionariesDeepak K. Sharma, Kevin J. Peterson, Guoqian Jiang. [doi]
• Guiding Principles for the Duke Connected Care Predictive Modeling PilotEugenie Komives, Shelley A. Rusincovitch, John Paat, Lawrence Carin, Daniel Costello, Michael Gao, Bradley G. Hammill, Ricardo Henao, N. B. Neely, Ursula Rogers, Devdutta Sangvai, Mary Schilder, Erich Huang. [doi]
• Self-Service Cohort Discovery across Five Academic Health Centers: Usage and User Evaluations of the University of California Research eXchangeDouglas S. Bell, Lisa Dahm, Nick Anderson, Ida Sim, Pralav P. Dessai, Marianne Zachariah, Lucila Ohno-Machado. [doi]
• The State of Interoperability and Health Information Exchange in the U.S.: Advancing Steadily or Treading Water?Walter Sujansky, Julia Adler-Milstein, Ross-Martin. [doi]
• Electronic Health Record Safety: Identifying Measures for Clinical Decision Support QualityAllison B. McCoy, Adam Wright, Hardeep Singh, Marie Krousel-Wood, Dean F. Sittig. [doi]
• Implementing NLP-based Point-of-care CDS Drives Adherence to Evidence-based Clinical PathwaysSrinivasan Suresh, Gabriella Butler, Andrew Buchert, Amy Urban, Curtis Stratman, Nancy Zimmerman, James A. Colbert. [doi]
• A Conceptual Representation of Exposome in Translational ResearchRamkiran Gouripeddi, Nicole Burnett, Mollie R. Cummins, Julio C. Facelli, Katherine A. Sward. [doi]
• Identifying Disease Hierarchical Relation with Concept Embeddings and Distant SupervisionLingyi Tang, Yaoyun Zhang, Hua Xu. [doi]
• Dissemination of HIV, HCV and STD Clinical Evidence to Primary Care Providers - An Analysis of User Profiles and Course Evaluations of a Statewide Online Clinical Education ProgramMeredith Abrams, Dongwen Wang. [doi]
• Quality Assurance of NCI Thesaurus by Mining Structural-Lexical PatternsRashmie Abeysinghe, Michael A. Brooks, Jeffery C. Talbert, Licong Cui. [doi]
• Applications of the Ontology Abstraction FrameworkChristopher Ochs, James Geller, Yehoshua Perl. [doi]
• Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer MedicationsDeyu Sun, Gyorgy Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang. [doi]
• A Dashboard to Help Clinicians Identify Hospitalized Pediatric Patients at High Risk of Medication ErrorsJonathan D. Hron. [doi]
• Usability Testing to Guide Development of a Clinical Decision Support System for Substance Use Screening and Interventions in Primary CareJennifer McNeely, Andre W. Kushniruk, Sarah Farkas, Aida Vega, Eva Waite, Lauren Peccoralo, Melanie Harris, Christine Chollak, Richard N. Rosenthal, John Rotrosen, Joseph L. Kannry. [doi]
• Does a Community-Engaged Health Informatics Platform Facilitate Resource Connectivity? An Evaluation FrameworkMari Millery, Alejandra Aguirre, Rita Kukafka. [doi]
• Environmental Reservoirs of Nosocomial Infection: Imputation Methods for Linking Clinical and Environmental Microbiological Data to Understand Infection TransmissionJulia Lensing, Ketki Vilankar, Hyojung Kang, Donald E. Brown, Amy Mathers, Laura E. Barnes. [doi]
• Vitals Risk Index: A Simplified Pediatric Early Warning Index that Relies Solely on Objective MeasuresTyler Gorham, Steven W. Rust, Jing Yang, James Lin, Richard Hoyt, Swan Bee Liu, Jeffrey Hoffman, Tensing Maa, Yungui Huang, Simon Lin. [doi]
• Examining Nurses' Use of Electronic Health Records to Document Symptoms in Acute Care SettingsBlaine Reeder, Mustafa Ozkaynak, Mary Beth Flynn Makic, Karen Sousa. [doi]
• Using Process Mining Techniques to Study Workflows in a Pre-operative SettingMaría Adela Grando, Danielle Groat, Stephanie K. Furniss, Joshua Nowak, Regina Gaines, David R. Kaufman, Karl Poterack, Richard Helmers. [doi]
• Discordances between Patient-Reported Family History and Family Histories in EHRJung Hoon Son, Chunhua Weng. [doi]
• Releasing De-Identified Clinical, Imaging, and Genomic Data from the VA to External Repositories for the APOLLO NetworkSamuel Ajjarapu, Frank Meng, Danne C. Elbers, Nhan V. Do, Robert Hall, Karen E. Pierce-Murray, Luis E. Selva, Beth Katcher, Brett R. Johnson, Andrew J. Zimolzak, Corri DeDomenico, Mary Brophy, Louis D. Fiore. [doi]
• Heuristics for Evaluation of Dashboard VisualizationsDawn Dowding, Jacqueline Merrill. [doi]
• CDS Connect: A New National Repository for Clinical Decision Support Knowledge ArtifactsEdwin A. Lomotan, Robert McCready, Steven Bernstein. [doi]
• Implementation of a Knowledge Base Driven Perioperative Metrics Framework and Governance ProgramRimma Belenkaya, Olga Strachna, Stromblad Christopher, Kinjal Shah, Hyok-Hee Yoo, Natalia Shapiro, Alexander Tanchoco, Marina Kerpelev, Ilya Sher, Jonathan M. Wills, Shai Ahmed, Peter D. Stetson, Daniel M. Stein. [doi]
• Combining rules, background knowledge and change patterns to maintain semantic annotationsSilvio Domingos Cardoso, Chantal Reynaud-Delaître, Marcos Da Silveira, Cédric Pruski. [doi]
• Deep Learning Solutions for Classifying Patients on Opioid UseZhengping Che, Jennifer L. St. Sauver, Hongfang Liu, Yan Liu. [doi]
• Routine self-tracking of health: reasons, facilitating factors, and the potential impact on health management practicesMayara Costa Figueiredo, Clara Caldeira, Yunan Chen, Kai Zheng 0002. [doi]
• Accelerating Evidence Into Practice: AHRQ's Clinical Decision Support InitiativeEdwin A. Lomotan, Dave deBronkart, Barry H. Blumenfeld, Robert McCready. [doi]
• Setting the Stage for Implementing an EHR-Integrated Social Knowledge Networking (SKN) System on Medication Reconciliation: Phase 1 ResultsPavani Rangachari. [doi]
• Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest ClusteringChe Ngufor, Matthew A. Warner, Dennis Murphree, Hongfang Liu, Rickey E. Carter, Curtis B. Storlie, Daryl J. Kor. [doi]
• Improving Electronic Inpatient Progress Notes Using Voice: Results from the VGEENS ProjectThomas H. Payne, Andrew Markiel, William D. Alonso, Ross J. Lordon, Kevin Lybarger, Meliha Yetisgen, Jennifer M. Zech, Andrew A. White. [doi]
• Data Heterogeneity among CMS Data Assets: Challenges and Opportunities for PCORLauren Hovey, Rina V. Dhopeshwarkar, Prashila Dullabh. [doi]
• A Natural Language Processing System for Biomedical Dataset RetrievalXiaoling Chen, Jun Xu, Jingqi Wang, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu. [doi]
• The Accuracy of Monitoring Stress from Wearable DevicesMaciej Kos, Christine M. Gordon, Xuan Li, Iman Khaghani Far, Misha Pavel, Holly B. Jimison. [doi]
• Recommending education materials for diabetic questions using information retrieval approachesYuqun Zeng, Yanshan Wang, Feichen Shen, Sijia Liu 0002, Liwei Wang, Majid Rastegar-Mojarad, Xusheng Liu, Hongfang Liu. [doi]
• The Experience of Students Building an Effective Clinical Data Warehouse for a Free, Student-Run ClinicMatthew C. Hess, Steve Layfield, Timothy I. Kennell, Seung Park. [doi]
• Using EHR Clinical Decision Support to Improve Emergency Department Care for Children with High Risk AsthmaDaria F. Ferro, Levon Utidjian, Joseph Zorc. [doi]
• The LOINC/RSNA Radiology Playbook: A unified terminology for radiology proceduresDaniel J. Vreeman, Ken Wang, Chris Carr, Beverly Collins, Swapna Abhyankar, Jamalynne Deckard, Clement J. McDonald, Daniel Rubin, Curtis Langlotz. [doi]
• Developing a framework for a comprehensive data sharing programAsba Tasneem, Karen Chiswell, Brian J. McCourt, Matt Gross, Eric Peterson, Michael J. Pencina. [doi]
• Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical EvaluationMohammad Amin Morid, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman. [doi]
• A Spoonful of Structure Helps the Workload Go Down: Modeling Clinical Cognition in Inpatient Documentation ToolsMark V. Mai, Kai Zheng, Eric D. Shelov, Subha L. Airan-Javia, Evan W. Orenstein. [doi]
• A Data-driven Method for the Early Identification of Diabetes and PrediabetesTravis R. Goodwin, Michael E. Bowen, Sanda M. Harabagiu. [doi]
• Innovative Method for Measuring Nursing WorkloadVirginia K. Saba, LuAnn Whittenburg. [doi]
• Validation of the Knowledge and Self-Management NOC Outcomes for Adults with DiabetesHyunkyoung Oh, Sue Moorhead. [doi]
• Getting Hooked on CDS: Toward an Open Standard Architecture for Clinical Decision Support in Leading Electronic Medical RecordsBlackford Middleton, Aziz A. Boxwala, J. Marc Overhage, James Doyle, Todd Rothenhaus. [doi]
• Assessing Data Quality within Health Information Exchanges: A Case Study for Supporting Emergency Department ResearchMargaret M. Thorsen, Indra Neil Sarkar, Elizabeth S. Chen, Elaine Fontaine, Gregory Walker, Megan L. Ranney. [doi]
• Understanding Patient Questions about their Medical Records in an Online Health Forum: Opportunity for Patient Portal DesignTera L. Reynolds, Nida Ali, Emma McGregor, Tricia O'Brien, Christopher Longhurst, Andrew L. Rosenberg, Scott Rudkin, Kai Zheng 0002. [doi]
• Initializing and Growing a Database of Health Information Technology (HIT) Events by Using TF-IDF and Biterm Topic ModelingHong Kang, Zhiguo Yu, Yang Gong. [doi]
• Identification of Patient Subgroups in Metastatic Breast Cancer Patients Based on Somatic Copy Number Alterations: A Bipartite Network AnalysisSuresh K. Bhavnani, archana ayyaswami, Tianlong Chen, Jeremy L. Warner. [doi]
• Determining Burden of Commuting for Treatment Using Online Mapping Services - A Study of Breast Cancer PatientsAlex C. Cheng, Mia A. Levy. [doi]
• Novel Pedigree Analysis Allows for Genetic Heterogeneity to Aid in Gene Discovery for Common, Complex DiseasesRosalie G. Waller, Todd M. Darlington, Myke Madsen, Robert Klein, Steven Lipkin, Celine M. Vachon, Nicola Camp. [doi]
• A Unified Chart Review Tool Integrating OMOP CDM and Unstructured DataCharity A. Hilton, Jon Duke. [doi]
• Leveraging SNOMED CT Relationships for Mapping Disease Codes with Different Levels of Abstraction between EHR SystemsSina Madani, Shari Just, Scott D. Nelson, S. Trent Rosenbloom, Asli O. Weitkamp. [doi]
• Gene annotation bias impedes biomedical researchWinston A. Haynes, Aurelie Tomczak, Purvesh Khatri. [doi]
• Patient Generated Health Data Governance at a Cancer CenterErdeta Bani, Rimma Belenkaya, Olga Strachna, Daniel M. Stein, Peter D. Stetson. [doi]
• Toward a reliable and interoperable public repository for natural product drug interaction study dataRichard D. Boyce, Isabelle Ragueneau-Majlessi, Jingjing Yu, Jessica Sontheimer, Chris Kinsella, Mathias Brochhausen, John Judkins, Bruce Pinkleton, Rebecca L. Cooney, Mary Paine, Jeannine McCune. [doi]
• Enabling Knowledge-Driven Care at Scale through CDS Hooks and the FHIR Clinical Reasoning ModuleKensaku Kawamoto, Kevin Shekleton, James Doyle, Bryn Rhodes, Howard R. Strasberg. [doi]
• Robust Lung Nodule Classification using 2.5D Convolutional Neural NetworkShiwen Shen, Alex A. T. Bui, William Hsu. [doi]
• Usability and Feasibility of a Mobile App for Nursing Student Handoff EducationMikyoung Lee, Catherine Bailey, Peggy J. Mancuso, Patti Hamilton. [doi]
• The Impact of Health IT Adoption: Are We Measuring the Right Outcomes?Tiago K. Colicchio, Guilherme Del Fiol, Watson A. Bowes III, Julio C. Facelli, Debra L. Scammon, Scott P. Narus. [doi]
• Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia CaregiversSunmoo Yoon, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken. [doi]
• Cross-species Mapping of Human and Mouse Craniofacial StructuresJosé L. V. Mejino Jr., Landon T. Detwiler, Timothy C. Cox, James F. Brinkley. [doi]
• Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support BurdenJessica S. Ancker, Sameer Malhotra, Yiye Zhang, Adam D. Cheriff. [doi]
• Beyond ResearchKit: User Engagement with Phendo, a Novel App for Self-tracking and ResearchMollie McKillop, Sylvia English, Sharib A. Khan, Chintan Patel, Noemie Elhadad. [doi]
• Combining Social and Behavioral Determinants of Health Questionnaires to Inform Precision Medicine in a Community Health Center ClinicTaneya Y. Koonce, Sheila V. Kusnoor, Suzanne T. Hurley, Kalonji M. McClellan, Nunzia B. Giuse. [doi]
• Improving the 'Fitness for Purpose' of Common Data Models through Realism Based OntologyJonathan C. Blaisure, Werner Ceusters. [doi]
• Towards the Effective Management of EHR Configuration IntegrityRoberto A. Rocha, Priyaranjan Tokachichu, Margarita Sordo, Christopher J. Vitale, David H. DuBois, Saverio M. Maviglia. [doi]
• Modes of De-identificationMehmet Kayaalp. [doi]
• Advanced Use of EHRs in US Hospitals and the Emergence of a Digital "Use" DivideJulia Adler-Milstein, A. Jay Holmgren. [doi]
• Heart on FHIR: Integrating Patient Generated Data into Clinical Care to Reduce 30 Day Heart Failure ReadmissionsTimothy Bergquist, Ronald W. Buie, Kevin Li, Pascal Brandt. [doi]
• Integrating Patient Registries into Enterprise wide Patient-Discovery StrategiesChristopher Herrick, Alyssa P. Goodson, Wayne Chan, Lori C. Phillips, Michael Mendis, Shawn N. Murphy. [doi]
• Leveraging an Enterprise Data Warehouse to Support Clinical Workflow: Targeted Notification of Pathology ResultsMichael Eubank, Janice Sung, Krishna Juluru. [doi]
• Design and evaluation of a web-based decision support tool for district-level disease surveillance in a low-resource settingMeenal Pore, David M. Sengeh, Purity Mugambi, Nuri Purswani, Tom Sesay, Anna-Lena Arnold, Ralph Myers, Anh-Minh A. Tran. [doi]
• Bar charts detection and analysis in biomedical literature of PubMed CentralYing He, Xiaohan Yu, Yangjing Gan, Tujin Zhu, Shengwu Xiong, Jing Peng, Lun Hu, Guang Xu, Xiaohui Yuan. [doi]
• Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation ClassificationYoungjun Kim, Ellen Riloff, Stéphane M. Meystre. [doi]
• CKMS - An Integrated System for Managing Institutional Clinical Knowledge AssetsDominik Aronsky, Dirk Wenke, Priyaranjan Tokachichu, Christopher J. Vitale, Margarita Sordo, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• Novel Targeting of Clinical Decision Support: Utilizing Machine Learning To Improve Provider Acceptance - Repeat Imaging as an ExampleWasim Al Assad, Ivan Ip, Li Zhou, Ramin Khorasani. [doi]
• The Role of Chronic Inflammation as a Response Biomarker to Immune Checkpoint Inhibition in CancerSherif M. El-Refai, Val R. Adams, Esther P. Black, Jeffery C. Talbert. [doi]
• Extracting Condition-action Statements in Medical GuidelinesHossein Hematialam, Wlodek Zadrozny. [doi]
• Enhancing LexSynonym Features in the Lexical ToolsChris J. Lu, Destinee L. Tormey, Lynn McCreedy, Allen C. Browne. [doi]
• Measures of improvement: combining satisfaction survey and time measures to identify impactful optimizationEmily C. Webber, Wanita Kumar, Jeff Aldrich, Cara Willey, Erika Green, Zachary N. Gordon, Matthias Kochmann, Dan Seitz, Jason Schaffer. [doi]
• An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use CriteriaAaron S. Eisman, Rory B. Weiner, Elizabeth S. Chen, Paul Stey, Rishi K. Wadhera, Aaron P. Kithcart, Indra Neil Sarkar. [doi]
• Building an Informed Consent Tool Starting with the Patient: The Patient-Centered Virtual Multimedia Interactive Informed Consent (VIC)Fuad Abujarad, Sandra Alfano, Tiffani J. Bright, Sneha Kannoth, Nicole Grant, Matthew Gueble, Peter Peduzzi, Geoffrey Chupp. [doi]
• The Pulse: An Interactive Web-based Application for Tracking Clinical Quality Measure PerformanceBenjamin E. Nealy, Raja A. Cholan, Nicholas V. Colin, Bhavaya Sachdeva, Kevin G. Loftis, David A. Dorr. [doi]
• Clinical Decision Support in the Era of Precision MedicineMichael A. Grasso, Barry H. Blumenfeld, Joni L. Rutter, Eliot L. Siegel, Linda Wedemeyer. [doi]
• Presentation of Clinical Pathways for Improved Provider-Patient Shared Decision MakingJose Pineda, Lina Bouayad. [doi]
• When synonyms are not enough: Optimal parenthetical insertion for text simplificationYang Gu, Gondy Leroy, David Kauchak. [doi]
• Achieving Logical Equivalence between SNOMED CT and ICD-10-PCS Surgical ProceduresKin Wah Fung, Julia Xu, Filip Ameye, Arturo Romero-Gutiérrez, Arabella D'Havé. [doi]
• New Relevance Search Algorithm for PubMedNicolas Fiorini, Zhiyong Lu. [doi]
• Evidence of Progress in Making Nursing Practice Visible Using Standardized Nursing Data: a Systematic ReviewTamara Goncalves Rezende Macieira, Madison Smith, Nicolle Davis, Yingwei Yao, Diana J. Wilkie, Karen Dunn Lopez, Gail M. Keenan. [doi]
• Interactive Visualization and Exploration of Patient Progression in a Hospital SettingWathsala Widanagamaachchi, Yarden Livnat, Peer-Timo Bremer, Scott L. DuVall, Valerio Pascucci. [doi]
• Development of a VA Clinical Trial Matching Application (POP CTMatch) to Enhance Clinical Ability to Bring Trials to VeteransRobert B. Hall, Elly J. Cohen, Thomas P. Bechtold, Susan L. Colen, Karen E. Pierce-Murray, Nhan V. Do, Louis D. Fiore. [doi]
• Evaluation of a systematic methodology to detect in near real-time performance changes during electronic health record system implementations: a longitudinal studyTiago K. Colicchio, Guilherme Del Fiol, Gregory J. Stoddard, Scott P. Narus. [doi]
• Stand and Move at WorkGabrielle Choonoo, Mitzi Boardman. [doi]
• RxNav 2.0 - A web-based, mobile-responsive RxNorm browserLee B. Peters, Olivier Bodenreider. [doi]
• Substance Use Extraction in Cancer Patients' Clinical NotesWilliam A. Lane, Emily Silgard, Spencer Morris. [doi]
• The BD2K Training Coordinating Center's Data Science Education PlatformJosé Luis Ambite, Lily T. Fierro, Florian Geigl, Jonathan Gordon 0001, Gully A. P. C. Burns, Kristina Lerman, Jeana Kamdar, Crystal Stewart, Avnish Bhattrai, Xiaoyu Lei, Sumiko Abe, John D. Van Horn. [doi]
• Leveraging Value Sets from the Value Set Authority Center (VSAC) in a Standards-Based Clinical Data RepositoryRichard V. Kiefer, Luke V. Rasmussen, Jennifer A. Pacheco, Peter Speltz, Joshua C. Denny, William K. Thompson, Jyotishman Pathak, Guoqian Jiang. [doi]
• Hybrid Semantic Analysis for Mapping Adverse Drug Reaction Mentions in Tweets to Medical TerminologyEhsan Emadzadeh, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez. [doi]
• CTB: A Custom Taxonomy Builder for Named Entity ExtractionDina Demner-Fushman, Willie J. Rogers. [doi]
• A Computational Framework for a Digital Surveillance and Response Tool: Application to Avian InfluenzaEva K. Lee, Yifan Liu, Ferdinand H. Pietz. [doi]
• Implementation of a Medication Reconciliation Assistive Technology: A Qualitative AnalysisTheodore B. Wright, Kathleen Adams, Victoria L. Church, Mimi Ferraro, Scott Ragland, Anthony Sayers, Stephanie Tallett, Travis Lovejoy, Joan S. Ash, Patricia J. Holahan, Blake J. Lesselroth. [doi]
• Comparative Analysis of Intravenous to Oral Transitions at Two Tertiary Care Hospitals in the U.S. and SwitzerlandPatrick E. Beeler, David W. Bates, Jürg Blaser. [doi]
• Inferring Clinical Correlations from EEG Reports with Deep Neural LearningTravis R. Goodwin, Sanda M. Harabagiu. [doi]
• Opportunities and Challenges for an Interdisciplinary Team to Guide Adoption of Technology to Dissipate Threats to Patient Safety in Real-TimeAnuj K. Dalal, Theresa E. Fuller, Pamela M. Neri, Dominic Breuer, David W. Bates, James C. Benneyan. [doi]
• Differing patterns of satisfaction and perception among clinical and non-clinical users following replacement of a legacy EHR systemNate C. Apathy, Joshua R. Vest, Nir Menachemi, John W. Putz, Justin Morea, Christopher A. Harle. [doi]
• Integrating Smart Pump Infusion Data with Electronic Health Record Data to Analyze Medication Administration AlertsTodd Lingren, Yizhao Ni, Eric S. Hall, Mattew Leonard, Eric S. Kirkendall, Kristin Melton. [doi]
• EHR-based Quality Measurement to Reduce Antibiotic Use in ChildrenL. Charles Bailey, Hanieh Razzaghi, Elizabeth R. Earley, Jeanhee Moon, Levon Utidjian, Jessica Hawkins, Christopher B. Forrest. [doi]
• Personal Health Information Management in the Virtual Home: A New Taxonomy for a New PerspectiveCatherine Arnott-Smith, Yuqi He, Gail R. Casper. [doi]
• Architecting the Data Loading Process for an i2b2 Research Data Warehouse: Full Reload versus Incremental UpdatingAndrew R. Post, Miao Ai, Akshatha K. Pai, Marc Overcash, David Stephens. [doi]
• Accelerating Rare Disease Diagnosis with Collaborative FilteringFeichen Shen, Sijia Liu 0002, Yanshan Wang, Liwei Wang, Naveed Afzal, Hongfang Liu. [doi]
• Metadata Mapping Challenges in bioCADDIEShao Ling Soh, Sze Nga Wong, Ethan Park, Diana Guijarro. [doi]
• The Capture of Social and Behavioral Determinants of Health in Electronic Health RecordsTheresa Cullen, Katie Allen, Sara Armson, Anna Roberts, Daniel J. Vreeman. [doi]
• Exhaustively Characterizing a Patient Cohort by Prevalence of EMR Facts: a Generalized, Vendor-Agnostic Method for Quality Control and ResearchAlex F. Bokov, Gail P. Olin, Angela Bos, Alfredo Tirado-Ramos, Pamela Kittrell, Carlayne E. Jackson. [doi]
• An Exploratory Study of Older Adults' Strengths, Needs, and Outcomes Using Electronic Health Record Data in a Senior Living CommunityGrace Gao, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Karen A. Monsen. [doi]
• Identifying Health Interests of the General Public using RedditAlbert Park, Mike Conway. [doi]
• A Semantic Parsing Method for Mapping Clinical Questions to Logical FormsKirk Roberts, Braja G. Patra. [doi]
• Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with DiabetesDaniel J. Feller, Marissa Burgermaster, Lena Mamykina. [doi]
• Evaluating the Effectiveness of Auditing Rules for Electronic Health Record SystemsMonica Hedda, Bradley Malin, Chao Yan, Daniel Fabbri. [doi]
• Data Cleaning for Peace Corps' Population Health SurveillanceThomas M. Wilkinson, Rennie Ferguson, Daniel Murphy, Adrianna Evans, Susan Henderson. [doi]
• Portable Precision Phenotype Algorithm for Chronic RhinosinusitisJennifer A. Pacheco, Agnes S. Sundaresan, Kenneth M. Borthwick, Sergio E. Chiarella, David T. Coleman, Andy Y. Wu, Abel N. Kho, M. Geoffrey Hayes, Marc S. Williams. [doi]
• Knowledge-Enriched Data: Realizing the Riches of Our DataMatthew Burton, Amy Knopp, Davide Sottara, James Buntrock, Daryl J. Kor. [doi]
• A Practical Scientific Workflow of Sharing Large Selected Dataset from Clinical Research Data RepositoryShiqiang Tao, Steve K. Roggenkamp, Guo-Qiang Zhang 0001. [doi]
• Sharing exome sequencing data between Clinical Sequencing Labs and Healthcare ProvidersRajeswari Swaminathan, Yungui Huang, Katherine Miller, Matthew Pastore, Sayaka Hashimoto, theodora jacobson, danielle mouhlas, Simon Lin. [doi]
• Using Systems Engineering Methods to Identify, Assess, and Mitigate Preventable Harm as part of a Patient Safety Learning LaboratoryTheresa E. Fuller, Anuj K. Dalal, Dominic Breuer, Pamela M. Neri, David W. Bates, James C. Benneyan. [doi]
• Formative Evaluation of CareNexus: a Tool for the Visualization and Management of Care Teams of Complex Pediatric PatientsPallavi Ranade-Kharkar, Chuck Norlin, Guilherme Del Fiol. [doi]
• Development of a Wrist-Worn Sensor to Improve Medication Adherence: Designing for Diverse User Behaviors and Technology PreferencesJenna L. Marquard, Barry Saver, Swaminathan Kandaswamy, Vanessa I. Martinez, Jane Simoni, Joanne Stekler, Deepak Ganesan, Sean Noran, James Scanlan. [doi]
• The Best of Imaging Informatics Research 2017William Hsu, Charles E. Kahn. [doi]
• Neural Network Word Embeddings for Text Classification of MeSH termsWalter Wang, Yindalon Aphinyanaphongs. [doi]
• Digital Activity Tracker-Based Behavioral Characteristics Associated with Comorbid Mental Health Illness Symptoms Among Individuals With DiabetesShefali Kumar, David Stück, Wei-Nchih Lee, Jessie Juusola, Luca Foschini. [doi]
• Cranky Comments: Detecting Clinical Decision Support Malfunctions Through Free-Text Override ReasonsSkye Aaron, Adam Wright. [doi]
• Curbside Consultation in the Virtual Healthcare Environment: A Mixed Methods Analysis of Cases Referred to Occupational Medicine Specialists in the Veterans Health AdministrationJennifer Lipkowitz Eaton, Amir Mohammad. [doi]
• HealthPro: An integrated web application for essential health data and biological specimen collection in the Precision Medicine InitiativeKelsey R. Mayo, Robert J. Carroll, Jason Tan, Rebecca Johnston, Celecia M. Scott, Joshua C. Denny, Paul A. Harris. [doi]
• HIPAA and eCR: Are you sharing the 'minimum necessary'?Crystal Snare, Julie Simon, Rita Altamore, Kim Peifer. [doi]
• Predictive Modeling for the Prevention and Surveillance of Adolescent Substance Abuse and its Implications for NursingMikyoung Lee, Dawn M. Murphy, Suzanne Gillson, Leolin Castillo, Anila Simon. [doi]
• Utilizing Smartphone-Based Machine Learning in Medical Monitor Data Collection: Seven Segment Digit RecognitionVarun N. Shenoy, Oliver O. Aalami. [doi]
• Clinical Informatics for Precision Cancer Medicine: Computational Methods for Interpreting Individual Whole Exome and Transcriptome Tumor Sequence DataNathanael D. Moore, Brendan Reardon, Eliezer M. Van Allen. [doi]
• Integrating a patient display into the primary care exam room to improve patient engagementOnur Asan, Paul Iglar, Jeanne T. Tyszka, Rabia Copuroglu. [doi]
• Meaningful Use Stage 3 Safety-Enhanced Design: Third Time's a Charm? New Certification Criteria, Insights and Lessons LearnedAndrea Mahnke, Gabrielle Falkey, Elise Ewers. [doi]
• The "Safety Net" of Community Care: Leveraging GIS to Identify Geographic Access Barriers to Texas Family Planning ClinicsLori Gawron, Warren B. P. Pettey, Andrew M. Redd, Ying Suo, David Turok, Adi V. Gundlapalli. [doi]
• Extracting Healthcare Quality Information from Unstructured DataShervin Malmasi, Naoshi Hosomura, Lee-Shing Chang, C. J. Brown, Stephen Skentzos, Alexander Turchin. [doi]
• User-Centered Design of a Collaborative Genetic Variant Interpretation ToolWayne H. Liang, Bas de Veer, Diane M. Korngiebel, Annie T. Chen, Gail P. Jarvik, Peter Tarczy-Hornoch, David R. Crosslin. [doi]
• Guideline Based Recommended Therapies in PAD Patients Identified by NLP: A Quality Assessment ProjectVishnu Priya Mallipeddi, Naveed Afzal, Iftikhar J. Kullo, Hongfang Liu, Rajeev Chaudhry, Adelaide M. Arruda-Olson. [doi]
• An NLP Tool for Boosting Annotation Capture from Clinical DocumentsFrank Meng, Craig A. Morioka, Weixia Yu, Nilla Majahalme, Danne C. Elbers, Sergey Goryachev, Nhan V. Do. [doi]
• Big Data in the Intensive Care UnitAndrew James, Mohammad Adibuzzaman, John Zaleski, Peter J. Haug. [doi]
• A Decision Support Tool to Help Providers Address Perinatal DepressionBengisu Tulu, Nicolas Adami-Sampson, Trivani J. Shahi, Nicholas Shannon, Leif A. Waugh, Drew C. Wethern, Nancy Byatt, Tiffany A. Moore Simas, Kathleen Biebel. [doi]
• Decoding the Behavior Change Techniques in Mobile Health AppsMarcy G. Antonio, Karen L. Courtney, Judith T. Matthews. [doi]
• Usability and Acceptability of a System to Identify Pediatric Patients at Risk of 30-day Hospital Readmission Prior to DischargeAmie Barda, Lingyun Shi, Andrew H. Urbach, Srinivasan Suresh, Rich Tsui. [doi]
• Understanding the Patterns of Health Information Dissemination on Social Media during the Zika OutbreakXinning Gui, Yue Wang, Yubo Kou, Tera L. Reynolds, Yunan Chen, Qiaozhu Mei, Kai Zheng 0002. [doi]
• A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical ProstatectomiesJiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold. [doi]
• Natural Language Data Sampling: Principles & Strategies in Corpus SelectionRuth M. Reeves, Nancy H. Gentry, Fern FitzHenry, Glenn T. Gobbel, Michael E. Matheny. [doi]
• Understanding Ovarian Cancer Symptoms from Patients' Perspective: A Topic Modeling ApproachYoung Ji Lee, Albert Park, Heidi Donovan, Mary Roberge. [doi]
• Clustering Vital Sign Observations Using Unsupervised Random ForestDae-Hyun Lee, Meliha Yetisgen. [doi]
• Quick Sequential [Sepsis-related] Organ Failure Assessment (qSOFA) and St. John Sepsis Surveillance Agent to Detect Patients At-Risk of Sepsis: An Observational Cohort StudyRobert C. Amland, Bharat B. Sutariya. [doi]
• Multiple perspectives on ambulatory test result follow-up cultureAngela Ai, Sonali Desai, Andrea Shellman, Adam Wright. [doi]
• Evolution of an Implementation-Ready Interprofessional Pain Assessment Reference ModelSarah A. Collins, Karen M. Bavuso, Mary Swenson, Christine Suchecki, Perry L. Mar, Roberto A. Rocha. [doi]
• Use of Storyboarding in the Development of a Pain Management Mobile App: A Case StudyJeeyae Choi. [doi]
• Screening the Contribution of Medical Reports to Electronic Diagnostic SystemsPeter J. Haug, Jeffrey P. Ferraro, Nathan C. Dean. [doi]
• FHIR-ing up electronic Case ReportingJanet Hui, Rishi Tarar, Sunanda R. McGarvey, Denisha Abrams. [doi]
• A comprehensive Variant Analysis System for Molecular PathologyA. Pozhitkov, Srinivas Bolisetty, Fortino Martinez, Karthik Honnavali, Tarrah Kirkpatrick, Milad Guirgus, Ramesh Rout, Ajay Shah, Raju Pillai. [doi]
• Oncology Precision NetworkKerry Rowe. [doi]
• Enabling Interoperability between Healthcare Devices and EHR SystemsSwapna Abhyankar, Paul Schluter, Kathryn Bennett, Daniel J. Vreeman, Clement J. McDonald. [doi]
• Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot StudyElliot G. Mitchell, Matthew E. Levine, David J. Albers, Lena Mamykina. [doi]
• The use of NLP to identify Tdap related local reaction at five health care systems in the Vaccine Safety DatalinkChengyi Zheng, Wei Yu, Fagen Xie, Wansu Chen, Cheryl Mercado, Lina Sy, Lei Qian, Sungching Gleen, Hung Fu Tseng, Jonathan Duffy, Lisa Lisa A. Jackson, Matthew Daley, Brad Crane, Huong McLean, Steven Jacobsen. [doi]
• For the Common Good: Sharing Data Extracted from TextOlga V. Patterson, Scott L. DuVall. [doi]
• Automated Metabolic Phenotyping of Cytochrome Polymorphisms Using PubMed Abstract MiningLuoxin Chen, Carol Friedman, Joseph Finkelstein. [doi]
• Gap Analysis and Refinement Recommendations of Skin Alteration and Pressure Ulcer Enterprise Reference Models against Nursing Flowsheet Data ElementsKaren M. Bavuso, Roberto A. Rocha, Perry L. Mar, Sarah A. Collins. [doi]
• PCMEDICS: Peace Corps' Home-Grown EMRThomas M. Wilkinson, Behr DeNoble Shannon, Kimberlee R. Skrtic, Monica Charles, Lyndsey Knauf. [doi]
• Reproducibility in Biomedical Natural Language ProcessingKevin Bretonnel Cohen, Aurélie Névéol, Jingbo Xia, Negacy D. Hailu, Cyril Grouin, Lawrence E. Hunter, Pierre Zweigenbaum. [doi]
• Predictors of OpenNotes use among Veterans receiving Mental Health CareSteven K. Dobscha, Lauren M. Denneson, Maura Pisciotta, Donald S. Bourne, David Phillips-Moses, Susan Woods. [doi]
• The presence of highly similar notes within the MIMIC-III datasetRodney A. Gabriel, Sanjeev Shenoy, Tsung-Ting Kuo, Julian McAuley, Chun-Nan Hsu. [doi]
• Use of an iPad Program to Improve Access to Physical Therapy Services for the Management of Chronic Low Back PainBrittany L. Melton, Zoe Lai, Neena Sharma. [doi]
• Data Munging Tricks Can Build Better High Risk Maternity Predictive ModelsAndrew Placona, Fengjuan Wang, Shantanu Phatakwala, Nick Toure. [doi]
• Mechanism-based Pharmacovigilance over the Life Sciences Linked Open Data CloudMaulik R. Kamdar, Mark A. Musen. [doi]
• Design and Development of an Automated Healthcare Consumer Information Resource on Infectious Disease Activity in the State of UtahPer H. Gesteland, Kent Korgenski. [doi]
• Inpatient Perspectives and Information Needs for Error PreventionShefali Haldar, Sonali R. Mishra, Ari H. Pollack, Wanda Pratt. [doi]
• Current State of Electronic Consent Processes in Behavioral Health: Outcomes from an Observational StudyHiral Soni, Adela Grando, Anita C. Murcko, Mike Bayuk, Pramod Bharadwaj Chandrashekhar, Madhumita Mukundan, Meredith Abrams, Marcela P. Aliste, Megan Hiestand, Julia Varkey, Wentao Zhou, Caroline Horrow, Michael Saks, Richard Sharp, Mary Jo Whitfield, Mark Callesen, Christina Dye, Darwyn Chern. [doi]
• How do physcians read electronic progress notes?Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton. [doi]
• Does Level of Numeracy and Graph Literacy Impact Comprehension of Quality Targets? Findings from a Survey of Home Care NursesDawn Dowding, David Russell, Karyn Jonas, Nicole Onorato, Yolanda Barrón, Jacqueline Merrill, Robert J. Rosati. [doi]
• Experiences Implementing a User-Centered Design Process across a Large Patient Safety Learning LaboratoryPamela M. Neri, Anuj K. Dalal, Theresa E. Fuller, Dominic Breuer, Awatef Ergai, David W. Bates, James C. Benneyan. [doi]
• Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes?Suranga Nath Kasthurirathne, Burke W. Mamlin, Saptarshi Purkayastha, Theresa Cullen. [doi]
• An Observational Study of Clinical Application Downtimes in an Electronic Health RecordRizwan Siwani. [doi]
• Linguistic Summarization of Sensor Data Leading to Health EventsAkshay Jain, Mihail Popescu, James M. Keller. [doi]
• Detecting Off-label Uses of Prescription Drugs with Meta-Path-Based MiningMengnan Zhao, Christopher C. Yang. [doi]
• Evaluation of Text Mining Methods to Support Reporting Public Health Notifiable Diseases Using Real-World Clinical DataMatthias Kochmann, Jiachen Wang, Brian E. Dixon, Suranga Nath Kasthurirathne, Shaun J. Grannis. [doi]
• Challenges impacting data collection from Electronic Health Record (EHR) Systems in Small and Medium sized practices in the MidwestPauline Kenly, Luke V. Rasmussen, Andrew Schriever, Faraz S. Ahmad, Kathryn L. Jackson, Richard Chagnon, Theresa L. Walunas, Abel N. Kho. [doi]
• Usability Evaluation of a Prototype mHealth App for Symptom Self-Management in Underserved Persons Living with HIVHwayoung Cho, Hestia Rojas, Casey Fulmer, Rebecca Schnall. [doi]
• Clinicians' Perceptions of Usefulness of the PubMed4Hh App for Clinical Decision-Making at the Point of CareKyungsook Gartrell, Caitlin W. Brennan, Fang Liu, Gwenyth R. Wallen, Paul A. Fontelo. [doi]
• Improving EHR Chart Review Efficiency via Semantic Similarity AssessmentTianrun Cai, Andrew Beam, Stephanie Chan, jacqueline Honerlaw, Yichi Zhang, David Gagnon, Kelly Cho, Michael Gaziano, Katherine P. Liao, Tianxi Cai. [doi]
• Reducing Variation in Core Measures data through AutomationMatthew A. Oberhardt, Hojjat Salmasian, Dena Goffman, David K. Vawdrey. [doi]
• Development of a Conceptual Model for Clinical Deployment of e-Patient-Reported OutcomesCourtney Segal, Cynthia LeRouge, Liz Kellogg, Elizabeth Austin, Danielle C. Lavallee. [doi]
• Latin American e-Health Programs and WHO/PAHO Planning ToolkitYuri Quintana, David Novillo-Ortiz, Marcelo A. Lopetegui, Mario Ruiz Cubillo, Heimar F. Marin, Paula Otero. [doi]
• Pathology Information Extraction in Bladder Cancer SurveillancePatrick R. Alba, Scott L. DuVall, Terri Elizabeth Workman, Florian Schroeck, Olga V. Patterson. [doi]
• Vicinity Exploration: Enabling User-Driven Visual Search of Multiple Machine Learning Models for Precision MedicineSuresh K. Bhavnani, archana ayyaswami, Tianlong Chen, Shyam Visweswaran, Gowtham Bellala, Kevin E. Bassler. [doi]
• Novel Approaches to Identifying Rare Diseases Using Electronic Health Record data, Mabry Syndrome as an examplePrabhu R. Shankar, Rachel Logan, Allison Foley, Hong Li. [doi]
• Can the Clinical Information Modeling Initiative (CIMI) Enable the Semantic Interoperability Promise of Fast Healthcare Interoperability Resources (FHIR®©)?Stanley M. Huff, Claude Nanjo, Julia Skapik. [doi]
• Reducing the toxicity risk in antibiotic prescriptions by combining ontologies with a Multiple Criteria Decision ModelSouhir Ben Souissi, Mourad Abed, Lahcen Elhiki, Philippe Fortemps, Marc Pirlot. [doi]
• Antimicrobial Susceptibility Data Visualization ToolEugene Y. Kim, Larry A. Nathanson, Evan L. Leventhal, Steven Horng. [doi]
• A Resource for Clinical Semantic Textual SimilarityNaveed Afzal, Yanshan Wang, Feichen Shen, Liwei Wang, Hongfang Liu. [doi]
• Evaluation of Semantic Web Technologies for Storing Computable Definitions of Electronic Health Records Phenotyping AlgorithmsVáclav Papez, Spiros Denaxas, Harry Hemingway. [doi]
• Clinician, EHR Alerts, and Patient Outcome in Primary Care SettingMohammad A. Faysel, Tameca Miller. [doi]
• Replicability, Reproducibility, and Agent-based Simulation of InterventionsR. Stanley Hum, Samantha Kleinberg. [doi]
• Quantifying and Visualizing Medication Adherence in Patients Following Acute Myocardial InfarctionJane Wang, Shannon Wongvibulsin, Katharine Henry, Saki Fujita. [doi]
• Tracking Health Related Discussions on Reddit for Public Health ApplicationsAlbert Park, Mike Conway. [doi]
• Information Retrieval for Biomedical Datasets: The 2016 bioCADDIE ChallengeKirk Roberts, Anupama E. Gururaj, Xiaoling Chen, Saeid Pournejati, Trevor Cohen, William R. Hersh, Dina Demner-Fushman, Lucila Ohno-Machado, Hua Xu. [doi]
• Interactive Medical Word Sense Disambiguation with Instance and Feature LabelingYue Wang, Kai Zheng 0002, Hua Xu, Qiaozhu Mei. [doi]
• Criteria2Query: Automatically Transforming Clinical Research Eligibility Criteria Text to OMOP Common Data Model (CDM)-based Cohort QueriesChi Yuan, Patrick B. Ryan, Yixuan Guo, Peng Jin, Tian Kang, Chunhua Weng. [doi]
• And Now for Something Completely Different: Successful Career Transformations in Biomedical and Health InformaticsAmy Y. Wang, Douglas B. Fridsma, Judy Murphy, Chintan Patel, Hillary Ross. [doi]
• A Simple and Efficient Method for Private Exact MatchingLe T. Phong, Xiaoqian Jiang, Shuang Wang. [doi]
• A Configurational Analysis of Risk Patterns for Predicting the Outcome After Traumatic Brain InjuryNiku Gorji, Zador Zsolt, Simon K. Poon. [doi]
• Secure Text Messaging System to Improve Workflow Efficiency and Provider Satisfaction in Administration of Radiation TherapyAaron Wild, Erik Anderson, Natalie A. Lockney, Suchit Patel, Robert Samstein, Amy Xu, Keri Martin, Aaron Ostrovsky, Chhavi Kumar, Daniel M. Stein. [doi]
• Identifying High Health Care Utilizers Using Post-Regression Residual Analysis of Health Expenditures from a State Medicaid ProgramChengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka. [doi]
• DeepPhe - A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical RecordsGuergana Savova, Eugene Tseytlin, Sean Finan, Melissa Castine, Timothy A. Miller, Olga Medvedeva, David Harris, Harry Hochheiser, Chen Lin, Girish Chavan, Rebecca Jacobson. [doi]
• Using Environmental Sensors to Estimate Users ActivityDorothy W. Curtis, Mike Wang. [doi]
• Systems Demonstration: NIH Common Data Elements RepositoryLiz Amos, Christophe Ludet, Lisa Lang, Vojtech Huser. [doi]
• Collaborative PharmingMark G. Weiner, Jennifer Boehne, Terese Kornet, Ross Koppel. [doi]
• Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational ResearchersEvan Sholle, Joseph Kabariti, Stephen B. Johnson, John Leonard, Jyotishman Pathak, Vinay I. Varughese, Curtis L. Cole, Thomas R. Campion Jr.. [doi]
• Dr. Babel Fish: A Machine Translator to Simplify Providers' LanguageTarek Sakakini, Renato Ferreira Leitão Azevedo, Victor Sadauskas, Kuangxiao Gu, Yang Zhang 0001, Suma Bhat, Daniel Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Ann M. Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich. [doi]
• Development and Implementation of Clinical Data Management Tecnology for Clinical ResearchShogo Kato, Yoshihiko Morikawa, Seiji Mitsui, Takeshi Kuriyama, Takahisa Ogasawara, Kazuyuki Saito, Naohisa Yahagi. [doi]
• Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer CommunityZhijun Yin, Wei Xie 0002, Bradley Malin. [doi]
• Forecasting the Maturation of EHR Functions among US HospitalsEric Ford, Hadi Kharrazi. [doi]
• The Depth of Historical Electronic Information Seeking by ICU CliniciansMatthew E. Nolan, Rodrigo Cartin-Ceba, Pablo Moreno Franco, Brian W. Pickering, Vitaly Herasevich. [doi]
• The Dependence of Machine Learning on Electronic Medical Record QualityLong Van Ho, David Ledbetter, Melissa D. Aczon, Randall C. Wetzel. [doi]
• Voice Enabled Framework to Support Post-Surgical Discharge MonitoringKevin Blansit, Rebecca A. Marmor, Beiqun Zhao, Dan Tien. [doi]
• Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record DataMichelle R. Hribar, Sarah Read-Brown, Leah G. Reznick, Michael F. Chiang. [doi]
• Development of a large-scale, whole body CT image databsaseShamsi Daneshvari Berry, Heather J. Edgar. [doi]
• Overcoming Policy and Operational Challenges for Health Data Exchange Using a Validation Service for Patient to Provider RelationshipsSidney N. Thornton, Shan He, Darren K. Mann, Iona M. Thraen, Matt S. Hoffman, Wu Xu. [doi]
• Leveraging Clinical Time-Series Data for Prediction: A Cautionary TaleEli Sherman, Hitinder S. Gurm, Ulysses J. Balis, Scott R. Owens, Jenna Wiens. [doi]
• The Time is Right for Clinical Data Platforms that Reduce Clinician Time Reviewing Patient Care Data Elements: Emerge as a proof of conceptDenise Barchas, Angela Lipshutz, Kathleen Liu, Kathleen Turner, Charlotte Garwood, Kelly Timothy, Amie Lencioni, Michael A. Gropper, Hildy M. Schell-Chaple. [doi]
• An Exploratory Analysis of the Excessive Administration of Seasonal Influenza Vaccinations in MinnesotaSamuel J. Kozloff, Miriam H. Muscoplat, Zeke McKinney. [doi]
• Sub-Phenotyping of Crohn's Disease Using a Large Electronic Record CohortJamie R. Robinson, Lisa Bastarache, Robert J. Carroll, Elizabeth A. Scoville, David A. Schwartz, Joshua C. Denny. [doi]
• STDMIG-PGx Implementation in Clinical Trials Using Legacy PGx DBEun-Young Kim, Su-Yeon Park, Na-Yul Kim, Eun-Young Cha, Jae-Gook Shin. [doi]
• Genome Dashboard: An Interactive Tool for the Exploration of Human Genomic Variants and Phenotypic AssociationsKatherine Miller, Rajeswari Swaminathan, Soheil Moosavinasab, Robert Strouse, Matthew Bailey, Yungui Huang, Simon Lin. [doi]
• Contralateral Breast Cancer Event Detection Using Nature Language ProcessingZexian Zeng, Xiaoyu Li, Sasa Espino, Ankita Roy, Kristen Kitsch, Susan Clare, Seema Khan, Yuan Luo. [doi]
• DocUBuild: A Collaborative System to Enhance Dissemination and Discovery of Genomic Clinical ContentLuke V. Rasmussen, Casey L. Overby. [doi]
• Using Statistical Models to Predict Senior Patients' Use of Smartphone Apps for Managing Parkinson's Disease - A Preliminary Study from A Service Learning ProjectDuo (Helen) Wei. [doi]
• Facilitating Cohort Discovery by Enhancing Ontology Exploration, Query Management and Query Sharing for Large Clinical Data RepositoriesShiqiang Tao, Licong Cui, Xi Wu, Guo-Qiang Zhang 0001. [doi]
• Using a community-engaged health informatics approach to develop a web analytics research platform for sharing data with community stakeholdersKaren H. Wang, Luis N. Marenco, Johanna Elumn Madera, Jenerius Aminawung, Emily Wang, Kei Cheung. [doi]
• A System for Monitoring Stability, Usage and Data Completeness in OpenMRS Electronic Health Records in Rural RwandaHamish HSF., Michael Mugisha, Janise K. Richards, Wayne Chelliah, Joseph Ngenzi, Eric Gaju, Aline Umubyeyi. [doi]
• Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data SourcesAshley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen. [doi]
• Mining the literature for genes associated with placenta-mediated maternal diseasesLaritza M. Rodriguez, Stephanie M. Morrison, Kathleen Greenberg, Dina Demner-Fushman. [doi]
• Creating a Computable Phenotype for Pregnancy for Clinical ResearchBret J. Gardner, Jay Pedersen, James R. Campbell, James C. McClay. [doi]
• The Impact of Simulation on Electronic Health Record Use Patterns among Pediatric ResidentsEvan Orenstein, Irit Rasooly, Wanczyk Phillips, Mark V. Mai, Adam C. Dziorny, Levon Utidjian, Anthony A. Luberti, Jill Posner, Rebecca Tenney-Soeiro, Chris Bonafide. [doi]
• Remote Usability Testing Method for an EHR PlatformInkeri Saiku, Yalini Senathirajah, Elizabeth M. Borycki, Andre W. Kushniruk, Upasana Malik, Jinglu Wang. [doi]
• Multi-Agent System Architecture to Measure Patient Engagement Based on Automatic Patient Authored Text AnalysisFábio Rezende de Souza, Márcia Ito, Maira G. de Bayser. [doi]
• High-throughput Phenotyping via Denoised Normal Mixture TransformationSheng Yu, Yumeng Ma, Jessica L. Gronsbell, Katherine P. Liao, Tianrun Cai, Ashwin N. Ananthakrishnan, Vivian S. Gainer, Susanne E. Churchill, Peter Szolovits, Shawn N. Murphy, Isaac S. Kohane, Tianxi Cai. [doi]
• Is the Application of SNOMED CT Concept Model sufficiently Quality Assured?Jean Marie Rodrigues, Stefan Schulz, Bassim Mizen, Alan L. Rector, sofyane Serir. [doi]
• Bridging the Gap Between Direct Patient Outreach in the Community and Clinical Information Access: Next Step in Effective Nationwide Clinical TrialsLindsay Zimmerman, Shazia A. Sathar, Charon Gladfelter, Faraz S. Ahmad, Alejandra Onate, Lindsey Cook, Shelly Sital, Jasmin Phua, Paris Davis, Helen Margellos-Anast, David O. Meltzer, Tamar Polonsky, Raj C. Shah, Satyender Goel, Abel N. Kho. [doi]
• Effectiveness of a Cloud-Based EHR Clinical Decision Support Program for Body Mass Index (BMI) Screening and Follow-upShruti Gangadhar, Nam Nguyen, James Pesuit, Alina Bogdanov, Lee Kallenbach, Jessica Ken, Joe Vasey, Richard M. Loomis. [doi]
• Toward Integrated Memory Assessment in Primary CareLisa M. Vizer, Daniel I. Kaufer. [doi]
• Open Globe Injury Patient Identification in Warfare Clinical NotesEmilia Apostolova, Helen A. White, Patty Morris, David Eliason, Tom Velez. [doi]
• A Cross-Sectional Study of Prominent US Mobile Health Applications: Evaluating the Current LandscapePierre-Antoine Fougerouse, Mobin Yasini, Guillaume Marchand, Oliver O. Aalami. [doi]
• Using mHealth to Monitor Asthma Symptoms Between VisitsRobert S. Rudin, Christopher H. Fanta, Zachary Predmore, Eyal Zimlichman, Kevin W. Kron, Maria Edelen, David W. Bates. [doi]
• A Twitter Study of the Relationship between the Geographic Variations of HPV Vaccination Rates and Online Information in the United StatesHansi Zhang, Yunpeng Zhao, Christopher Wheldon, Xinsong Du, Terrell Brown, Yi Guo, Stephanie Staras, Jingcheng Du, Cui Tao, Jiang Bian. [doi]
• An Evaluation of Syntactic Dependency Parsers on Clinical DataStuart Taylor, Travis R. Goodwin, Sanda M. Harabagiu. [doi]
• Spanish Text Simplification Using Term Familiarity: Applying Principles from English Text SimplificationGondy Leroy, Brianda Armenta Navarrete, Sonia Colina, David Kauchak. [doi]
• Disease-Specific Integration of Omics Data to Guide Functional Validation of Genetic AssociationsMaya Shumyatcher, Rui Hong, Jessica Levin, Blanca E. Himes. [doi]
• Understanding Use of Health IT to support Treatment of Youth with Substance Abuse Disorders using Evidence-Based PracticesSaira N. Haque, Shellery Ebron, Erin Mallonee, Laura Dunlap. [doi]
• An Open Source Tool for Game Theoretic Health Data De-IdentificationFabian Prasser, James Gaupp, Zhiyu Wan, Weiyi Xia, Yevgeniy Vorobeychik, Murat Kantarcioglu, Klaus A. Kuhn, Bradley Malin. [doi]
• Modeling Contextual Knowledge for Clinical Decision SupportMargarita Sordo, Priyaranjan Tokachichu, Christopher J. Vitale, Saverio M. Maviglia, Roberto A. Rocha. [doi]
• A Structured Approach to Measuring Individual Nurse's Contribution in Patient OutcomesEllen M. Harper, Catherine H. Ivory, Lisa A. Moon, Amy Garcia. [doi]
• Big Data to Knowledge (BD2K) and the Application of MetadataGuoqian Jiang, Walter S. Campbell, Timothy Clark, Cui Tao, Mark A. Musen. [doi]
• Applying a Process-based Framework to examine Interunit Patient TransfersJoanna Abraham, Shirley Burton, Imade Ihianle. [doi]
• Impact of Predictive Analytics on Clinical Outcomes, Clinical Decision Making, and Healthcare Organization Performance: A Systematic ReviewNeris M. Nieves-Robbins, Matthew Parry, Andrew Holdaway, Robert C. Marshall, Fredric M. Wolf, Peter Tarczy-Hornoch. [doi]
• Optimizing Parameters of word2vec for a Text Classification TaskVincent Major, Alisa Surkis, Yindalon Aphinyanaphongs. [doi]
• Teacher evaluation and its correlated factors: a case study of introductory health informatics educationXia Jing, Timothy Vickers, Brian Phillips, Kathy Jefford. [doi]
• Analyzing Patient Data Entry Patterns of Free Text based Family History Disease ConceptsJaehoon Lee, Nathan C. Hulse, Stacey Knight. [doi]
• Deep recurrent neural networks identify transgender patientsJoseph D. Romano, Kenrick Cato, Rami Vanguri, Nicholas P. Tatonetti. [doi]
• A Visual Analysis Tool of Qualitative Eligibility Criteria of Clinical StudiesZhe He 0001, Zhiwei Chen, Sarah Mixon, Jiang Bian. [doi]
• Detection of adverse drug reactions using medical named entities on TwitterAndrew MacKinlay, Hafsah Aamer, Antonio Jimeno-Yepes. [doi]
• Preliminary Study of the Portability of an Automated Text Categorization Model to Identify Unsuspected Lung Nodule Findings in Radiology ReportsJianji Yang, Theodore B. Wright, James Morrison. [doi]
• A Probabilistic Scoring Model to Evaluate Providers Regarding Continuity of Care from a Relational PerspectiveKazim Topuz, Scott Shepherd, William D. Paiva, Dursun Delen, Krista Schumacher, Shrie Raam Sathyanarayanan, Mehmet Bayram Yildirim. [doi]
• Data-driven Risk Characterization and Prediction of Renal Failure among Diabetic Type 2 Patients using Electronic Medical RecordsPrithwish Chakraborty, Vishrawas Gopalakrishnan, Sharon Hensley Alford, Faisal Farooq. [doi]
• Leveraging Clinical Decision Support Tools to Improve Early Recognition and Treatment of Pediatric SepsisMichael E. Lang. [doi]
• Spark-MCA: Large-scale, Exhaustive Formal Concept Analysis for Evaluating the Semantic Completeness of SNOMED CTWei Zhu, Guo-Qiang Zhang 0001, Licong Cui. [doi]
• OMOP on FHIR as an Enabler for Analytics-As-A-ServiceMyung Choi, Richard Starr, Jon Duke. [doi]
• A Digital Health Advisor for High-Need, High-Cost Patients: Exploring Needs, Functions and System ConstraintsOnil Bhattacharyya, Arnav Shah, Lovisa Gustafsson, Kathryn Mossman, Eric Schneider. [doi]
• Accuracy and Completeness of Clinical Coding Using ICD-10 for Ambulatory VisitsJan Horsky, Elizabeth A. Drucker, Harley Z. Ramelson. [doi]
• Visualizing the Patient-Reported Outcomes Measurement Information System (PROMIS) Measures for Clinicians and PatientsLisa V. Grossman, Elliot G. Mitchell. [doi]
• Development of an Automated Annual Cumulative Susceptibility Reporting ProcessW. Cliff Rutter, David S. Burgess. [doi]
• Distributed Health Data Networks: Extending the PopMedNetTM Informatics Infrastructure to Expand Existing Query Functionality to Target New Data SourcesKimberly Barrett, Jessica Malenfant, Kyle Erickson, Adam Paczuski, Zachary G. Wyner, Chayim Herzig-Marx, Jeffrey S. Brown. [doi]
• Acute Kidney Injury in the Intensive Care Unit: Timing and DetectionLeming Zhou, Valerie J. Watzlaf, Christopher M. Keener, Dilhari Dealmeida, Rebecca S. DeSensi, Emily Foldes, Gilles Clermont, John A. Kellum. [doi]
• Factors Affecting the Decision of Heart Failure Patients to Accept Telehealth Services in the Home: An Integrative ReviewKyungmi Woo, Dawn Dowding. [doi]
• Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step AlgorithmKathryn H. Bowles, Sarah J. Ratcliffe, Mary D. Naylor, John H. Holmes, Susan K. Keim, Emilia Flores. [doi]
• Applying the Concept of Nutrient-Profiling to Promote Healthy Eating and Raise Individuals' Awareness of the Nutritional Quality of their FoodMayda A. Alrige, Samir Chatterjee, Ernie Medina, Jeje Noval. [doi]
• Designing decision-support technologies for patient-generated data in type 1 diabetesSi Sun, Kaitlin Light Costello. [doi]
• Quality Improvement Dashboard to Monitor Oral Manifestations of Dysglycemic PatientsHarshad Hegde, Alok Sagar Panny, Rajesh H. Koralkar, Amit Acharya. [doi]
• Evaluation and Adoption of Security Standards to Improve Information Security in Healthcare Administration SystemsGunes Koru. [doi]
• User-Centered Design and Usability Assessment of an EHR Integrated Automated SOFA Calculator AppChristopher A. Aakre, Jaben Kitson, Man Li, Vitaly Herasevich. [doi]
• DeepSuggest: Query Expansion for Clinical Notes by Deep LearningEmre Sezgin, Koushik Jinna, Tran Bourgeois, Soheil Moosavinasab, Yungui Huang, Simon Lin. [doi]
• A Phenome-Wide Association Study (PheWAS) of Iron Deficiency in a Large Electronic Health Record DatabasePatrick Wu, Joshua C. Denny, Wei-Qi Wei. [doi]
• Comparison of algorithm advice for post-acute care referral to usual clinical decision-making: examination of 30-day acute healthcare utilizationSusan K. Keim, Kathryn H. Bowles. [doi]
• Sensi-steps: Using Patient-Generated Data to Prevent Post-stroke FallsAngela Smith, Ada Ng, Eleanor R. Burgess, Jennifer A. Pacheco, Noah D. Weingarten. [doi]
• A Six-Year Follow-Up of Clinical Decision Support System User Acceptability: Practice Makes ProgressRandall W. Grout, Erika R. Cheng, Aaron E. Carroll, Stephen M. Downs, Nerissa S. Bauer. [doi]
• Clinical Workflow Visualization: Representation of clinician activity from location tracking dataAkshay Vankipuram, Stephen Traub, Vimla L. Patel. [doi]
• Predicting Non-Small Cell Lung Cancer Diagnosis and Prognosis by Fully Automated Microscopic Pathology Image FeaturesKun-Hsing Yu, Ce Zhang, Gerald J. Berry, Russ B. Altman, Christopher Ré, Daniel Rubin, Michael Snyder. [doi]
• Calibration Drift Among Regression and Machine Learning Models for Hospital MortalitySharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny. [doi]
• Exploring Novel Graphical Representations of Clinical Data in a Learning EMRLuca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser. [doi]
• Point of Care Research: Integrating patient-generated data into electronic health records for clinical trialsSara Marceglia, Pierluigi D'Antrassi, Marco Prenassi, Lorenzo Rossi, Sergio Barbieri. [doi]
• Physician negation of nursing concepts in the electronic health recordKhawllah Roussi, Karen Dunn Lopez, Barbara Di Eugenio, Andrew D. Boyd. [doi]
• Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?Peng Cheng, Lemuel R. Waitman, Yong Hu, Mei Liu. [doi]
• Efficient Remediation of Terms Inactivated by Dictionary UpdatesBenjamin J. Gross, David H. DuBois, Mark Twelves, Roberto A. Rocha. [doi]
• Research on the Accessibility of Parks Based on GIS in 8 districts of BeijingYujie Meng, Xiaopeng Qi, Songwang Wang, Qiang Chen, Rui Zhang, Huan Zheng. [doi]
• Reconciliation of multiple guidelines for decision support: a case study on the multidisciplinary management of breast cancer within the DESIREE projectBrigitte Séroussi, Gilles Guézennec, Jean-Baptiste Lamy, Naiara Muro, Nekane Larburu, Booma Devi Sekar, Coralie Prebet, Jacques Bouaud. [doi]
• Electronic Surveillance For Catheter-Associated Urinary Tract Infection Using Natural Language ProcessingPatrick C. Sanger, Marion Granich, Robin Olson-Scribner, Rupali Jain, William B. Lober, Ann Stapleton, Paul Pottinger. [doi]
• Evaluation of the Surveillance, Epidemiology, and End Results Data Management System (SEER*DMS) to support the efforts in enhancing U.S cancer surveillanceMarina Z. Matatova, Paul Fearn, Eric Durbin, Gary Levin, Frank J. Manion, Patrick Mergler. [doi]
• End-to-End solution to improve user experience of tranSMART: From data curation to advanced data analyticsHaiqing Li, Eric Jiang, Ajay Shah. [doi]
• Distance Learning as a Strategy for the Education of Health Informatics Professionals: Possibilities and ChallengesAndréa P. S. Pelogi, Ivan Torres Pisa, Alissa P. Penteado, Claudia Galindo Novoa Barsottini. [doi]
• A Simulation Study on Handoffs and Cross-coverage: Results of an Error AnalysisKatherine S. Blondon, Marzia Del Zotto, Jessica Rochat, Mathieu R. Nendaz, Christian Lovis. [doi]
• State-level adoption of national guidelines for norovirus outbreaks in healthcare settings: implications for decision supportCarl J. Grafe, Catherine J. Staes, Kensaku Kawamoto, Matthew H. Samore, R. Scott Evans. [doi]
• Engaging Bedside Nurses in the EHR Change Request ProcessJacquel J. McDonald, Kimberly C. Burress. [doi]
• Rapid Low-Cost Usability Engineering: Can We Demonstrate the Cost-Effectiveness of the Method for Ensuring Usability of Health IT?Andre W. Kushniruk, Elizabeth M. Borycki. [doi]
• Differential Data Augmentation Techniques for Medical Imaging Classification TasksZeshan Hussain, Francisco Gimenez, Darvin Yi, Daniel L. Rubin. [doi]
• Subtype Discovery for Autism Spectrum Disorder by Comorbidity AnalysisKun-Hsing Yu, Nathan P. Palmer, Isaac S. Kohane. [doi]
• Evaluation of OMOP Vocabulary on Transplant Registry DataSylvia Cho, Margaret Sin, Karthik Natarajan. [doi]
• A Scalable Privacy-preserving Data Generation Methodology for Exploratory AnalysisJaideep Vaidya, Basit Shafiq, Muazzam Asani, Nabil R. Adam, Xiaoqian Jiang, Lucila Ohno-Machado. [doi]
• Promoting Adoption and Effective Use of Continuous Patient Monitoring Technology in the Acute Care SettingGraham Lowenthal, Stuart R. Lipsitz, Catherine S. Yoon, Perry G. An, Suzanne Salvucci, Christine Shaughnessy, Sharon Keogh, David W. Bates, Patricia C. Dykes. [doi]
• Using Logistic Regression to Verify Completeness of Electronic Health Records for Infant Mortality AnalysisLuge Yang, Jose D. Posada, Hoah-Der Su, Lingyun Shi, Mi Fan, Rich Tsui. [doi]
• Use of the popHealth Open-Source Quality Measure Engine to Support Cardiovascular Care at Small- and Medium-Sized PracticesLuke V. Rasmussen, Andrew Schriever, Pauline Kenly, Dejan Jovanov, Stephen D. Persell, Theresa L. Walunas, Abel N. Kho. [doi]
• Medication Errors Following a Home-Grown Electronic Health Record Implementation: Identifying and Overcoming Unanticipated ChallengesWaldo Ortega, Carolina Ibañez, Marcelo A. Lopetegui. [doi]
• SpindleSphere: A Web-based Platform for Large-scale Sleep Spindle Analysis and VisualizationXiaojin Li, Licong Cui, Shiqiang Tao, Ningzhou Zeng, Guo-Qiang Zhang 0001. [doi]
• Reference Range Number Lines Preferred by Latino Adults for Display of Clinical and Patient-Reported Outcome DataAdriana Arcia. [doi]
• Why predicting postprandial glucose using self-monitoring data is difficultDavid J. Albers, Matthew E. Levine, Andrew Stuart, Bruce J. Gluckman, George Hripcsak. [doi]
• Developing an Evaluation Plan for Nationwide Data Infrastructure ProgramsS. West, Jacqueline Amoozegar, Mahima Ashok, Joshua E. Richardson, Barry H. Blumenfeld, Susan Lumsden, Catherine Cravens. [doi]
• Trend Analysis of EHR Events to Facilitate Hypothesis Generation and Data Quality AssessmentYohan Sumathipala, Vojtech Huser. [doi]
• A Random Forest Model for Detecting Somatic Mutations from Unpaired Cancer SamplesSophie Tu, Bin Zhou, Da Wei Huang, Roland Schmitz, George Wright, Louis Staudt, Calvin A. Johnson. [doi]
• A Framework for Data Quality Assessment in Clinical Research DatasetsKathleen Lee, Nicole Gray Weiskopf, Jyotishman Pathak. [doi]
• Distributed Health Data Networks: A Rapid, Systematic Approach to Verifying Machine-Generated Queries Within Different SystemsKyle Erickson, Jessica Malenfant, Kimberly Barrett, Adam Paczuski, Chayim Herzig-Marx, Jeffrey S. Brown. [doi]
• StressHacker: Towards Practical Stress Monitoring in the Wild with SmartwatchesTian Hao, Kimberly N. Walter, Marion J. Ball, Hung-Yang Chang, Si Sun, Xinxin Zhu. [doi]
• Testing an Explainer Animation for Public Health EducationJeffrey Day, Anne Altemus. [doi]
• Leveraging Health Information Exchange to Construct a Registry for Traumatic Brain Injury, Spinal Cord Injury and Stroke in IndianaSaurabh Rahurkar, Timothy D. McFarlane, Jane Wang, Sarah Hoover, Flora Hammond, Jacob Kean, Brian E. Dixon. [doi]
• A Pilot Study on the Coverage of ICD and SNOMED CT of Problem List Terminologies Used in a Large Healthcare Institute in ChinaYuxi Li, Jie Jiang, Yan Zhang, Jianping Li, Yong Huo. [doi]
• Real-world Evidence for Phenotyping Chronic Diabetic Kidney DiseaseLynn S. Huang, Xufei Zheng, Fang-Chi Hsu, Jianzhao Xu, Maggie C. Y. Ng, Donald W. Bowden, Barry I. Freedman, Jing Su. [doi]
• Text Mining Radiology Reports for Deep Learning Radiology ImagesYifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu. [doi]
• Applying unsupervised learning to characterize rare observations in clinical data: the DQe-p toolHossein Estiri, Jeffrey G. Klann, Kavishwar B. Wagholikar, Shawn N. Murphy. [doi]
• Participatory Design of Probability-Based Decision Support Tools for In-Hospital NursesAlvin D. Jeffery, Laurie L. Novak, Betsy Kennedy, Mary S. Dietrich, Lorraine C. Mion. [doi]
• Advancing electronic case reporting (eCR) to enable public health disease control and emergency response: getting into the technical weeds!Catherine J. Staes, John W. Loonsk, Kathryn Turner, Noam H. Arzt, Patina Zarcone. [doi]
• Can Emergency Department Provider Notes Help Achieve More Dynamic Clinical Decision Support?Justin F. Rousseau, Ivan Ip, Ali S. Raja, Jeremiah D. Schuur, Ramin Khorasani. [doi]
• Using Point of Care Systems to Deliver Patient-Centric Care: Lessons from an Australian Case StudyLouise O'Connor, Peter Haddad, Nilmini Wickramasinghe. [doi]
• Detecting Opioid-Related Aberrant Behavior using Natural Language ProcessingJesse M. Lingeman, Priscilla Wang, William Becker, Hong Yu. [doi]
• Application of Machine Learning Algorithms for Identification of Contaminated Blood Samples: Accuracy and Validity ExaminationJason V. Mancuso, Peter Short, Edumnds Reineks, Elena A. Manilich. [doi]
• Assessment of Laboratory System-Assigned LOINC Codes for Common TestsSharidan K. Parr, Shuanghui Luo, Sina Madani, S. T. Rosenbloom. [doi]
• Identifying and Predicting Falls among Elderly Residents of Baltimore City Using Hospital Discharge Summaries and Health Information Exchange DataLaura Anzaldi, Elyse C. Lasser, Joshua Sharfstein, Hadi Kharrazi. [doi]
• Modular Health Informatics Architecture for a Patient Centered mHealth Diabetes InterventionIan M. Brooks, Justin Gatwood, Bonnie L. Binkley, Emanuel Villa, Jennifer Featherston, James E. Bailey. [doi]
• Developing a Biomedical Information System for the geo-spatial analysis of California Office of Statewide Health Planning and Development (OSHPD) Data among minority population in Los AngelesSukrit Mukherjee. [doi]
• A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural NetworksQiuling Suo, Fenglong Ma, Giovanni Canino, Jing Gao, Aidong Zhang, Pierangelo Veltri, Agostino Gnasso. [doi]
• Combined approach to Lyme disease surveillance using text mining and structured data elements available in Electronic Health RecordRajesh Koralkar, Elham Sagheb Hossein Pour, Jennifer Meece, Anna Schotthoefer. [doi]
• A Data-Driven Method for Generating Robust Symptom Onset Indicators in Disease Registry DataZhaonan Sun, Ying Li, Soumya Ghosh, Yu Cheng, Amrita Mohan, Cristina Sampaio. [doi]
• Repurposing Software Built for Large Clinical Trials for Use in Small TrialsNilla Majahalme, Stephen Miller, Andrew J. Zimolzak, Jason Vassy. [doi]
• Computational Phenotyping on Diverse Data SourcesJimeng Sun, Bradley Malin, Abel N. Kho, Mark W. Craven, Joydeep Ghosh. [doi]
• The Use of Informatics to Reduce Disparities in Transgender HealthKenrick Cato, Joseph D. Romano, Rami Vanguri, Nicholas P. Tatonetti. [doi]
• Do They Talk About Risk? An exploratory study for developing tools to prevent delirium in older hospitalized patientsStacey Slager, Teresa Taft, Daniel T. Nystrom, Bryan Smith Gibson, Charlene R. Weir. [doi]
• Visual Exploration of Metabolic Networks to Provide Context for Metabolic Profiling in Precision MedicineT. Cameron Waller, Jared Rutter, Alexander Lex. [doi]
• Novel Visualization of Clostridium Difficile Infection in Intensive Care UnitsSean C. Yu, Courtney L. Hebert, Albert M. Lai, Justin Smyer, Jennifer Flaherty, Julie Mangino, Susan Moffatt-Bruce. [doi]
• Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for EpilepsyRamón Maldonado, Travis R. Goodwin, Michael A. Skinner, Sanda M. Harabagiu. [doi]
• Sync for Science (S4S): Helping patients share EHR data with researchJoshua C. Mandel, David A. Kreda. [doi]
• Anesthesia Instrument Recognition SystemScott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick Tighe, Parisa Rashidi. [doi]
• Social and Behavioral Determinants of Health: Fundamental Informatics Challenges for Enriching Health IT Systems (Didactic Panel)Albert Taylor, Daniel J. Vreeman, Christopher Alban, Jon Puro. [doi]
• Behavioral Health Provider Perspectives on Health Data SharingMegan Hiestand. [doi]
• Sepsis Risk Stratification among the CMS Oncology Care Payment Model PopulationBenjamin Orwoll, Konrad Dobbertin, Michael A. Savin, David A. Dorr, Peter Graven. [doi]
• Creating a Framework to Standardize Data Extraction from Electronic Health Record Systems for Researchers and to Support Distributed QueriesMera Choi, Nagesh (Dragon) Bashyam, Daniella Meeker, Eliel Oliveira, Katiya Shell. [doi]
• An approach for preventive healthcare for elderly people in Japan using an information and communication technology-based systemAkiko Shibuya, Tsuneo Yamada, Jimpei Misawa, Yukihiro Maeda, Rie Ichikawa, Teruyoshi Hishiki, Yoshiaki Kondo. [doi]
• The Adolescent Patient Portal: Are we meeting the needs of our most connected patients?Chase R. Parsons, Jonathan D. Hron, Fabienne C. Bourgeois. [doi]
• Performance of Algorithms Using Healthcare Claims and Electronic Health Record Clinical Notes to Identify Relapsing-Remitting Multiple Sclerosis in U.S. Integrated Delivery Network Healthcare DatabaseAaron W. C. Kamauu, John Holmén, Christopher L. Fillmore, Hoa Le, Andrew Wilson, Chi Truong, Canter Martin, Schiffon Wong. [doi]
• Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR DataIsaac H. Goldstein, Michelle R. Hribar, Sarah Read-Brown, Michael F. Chiang. [doi]
• CLAMP - A User-Centric Clinical Natural Language Processing ToolkitHua Xu, Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu. [doi]
• Building Better Timeline Interactions for Patient Chart ReviewsHeekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Shawn N. Murphy. [doi]
• MyHealthKeeper: Clinical Trial of Personal Health Record-Based Healthcare ManagementBorim Ryu, Nari Kim, Eunyoung Heo, Sooyoung Yoo, Seyoung Jung, Yoojung Kim, Joongsik Lee, Jeong-Whun Kim. [doi]
• Detection of Weight Data-Entry ErrorsJing Liu, Laura E. Brown, Judith W. Dexheimer, Stephen A. Spooner. [doi]
• A Comparison of Stroke Classifiers Leveraging Hospital Billing Codes versus Natural Language ProcessingDanielle L. Mowery, Brent D. Hill, Mingyuan Zhang, Wendy W. Chapman, Lisa A. Cannon-Albright, Jennifer Majersik. [doi]
• Local Causal Networks Discover Predictive Cytokine Biomarkers of SclerodermaAli Shojaee Bakhtiari, Galina S. Bogatkevich, Alexander V. Alekseyenko. [doi]
• Evaluating Impacts of Patient-Facing eHealth Technologies: Connected Care in the Veterans Health AdministrationStephanie L. Shimada, Timothy P. Hogan, Thomas K. Houston, D. Keith McInnes, Neil C. Evans. [doi]
• Building an Obesity and Cancer Semantic Web Knowledge BaseJuan Antonio Lossio Ventura, William R. Hogan, François Modave, Amanda Hicks, Yi Guo, Zhe He 0001, Mirela Vasconcelos, Jiang Bian. [doi]
• The OpenNotes Patient and Family Reporting Tool: Engaging Patients and Families as Partners in Safety and QualityFabienne C. Bourgeois, macda Gerard, Alan Fossa, Lindy Lurie, Dianne Arnold, Monique Mello, Jenny Sadler, Patricia A. Folcarelli, Sigall Bell. [doi]
• The Role of Surface, Semantic and Grammatical Features on Simplification of Spanish Medical Texts: A User StudyPartha Mukherjee, Gondy Leroy, David Kauchak, Brianda Armenta Navarrete, Damian Y. Romero Diaz, Sonia Colina. [doi]
• Using EHR audit trail logs to analyze clinical workflow: A case study from community-based ambulatory clinicsDanny T. Y. Wu, Nikolas Smart, Elizabeth Ciemins, Holly Jordan Lanham, Curt Lindberg, Kai Zheng 0002. [doi]
• Leveraging Electronic Medical Record Data for Research with Consistency and Efficiency: A Use Case in an Ongoing Obstetrics Clinical StudyRobert L. Bradford, Karen Dorman, Anna Maria Siega-Riz, Alison Suebe, Wanda Nicholson, Kiira Lyons. [doi]
• Does Practice Follow Guidelines? Improving Accuracy for Comparison of Structured and Unstructured Text in Medical Records to ExpectationsWilliam J. Murphy, Martin M. Yadrick, Rosa K. Hand. [doi]
• Improving the Care of Women through Health Information TechnologyCaitlin M. Cusack. [doi]
• Electronic Health Records and their Modules: Impacts on Clinical Practice and Patient CareElizabeth M. Borycki, Andre W. Kushniruk, Yalini Senathirajah. [doi]
• The Phenotype Execution and Modeling Architecture: A Roadmap Towards Next-generation Phenotyping Using EHRsPeter Speltz, Luke V. Rasmussen, Richard C. Kiefer, Jennifer A. Pacheco, William Thompson, Guoqian Jiang, Jyotishman Pathak, Joshua C. Denny. [doi]
• Physician Conception of Patient Frailty in Cardiac Care DecisionsKristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir. [doi]
• Standardization of Prescribing Data in PCORnet: RxNorm Concept Unique Identifiers in Multi-Site ResearchCasie E. Horgan, Jessica L. Sturtevant, Charles Bailey, Lindsey E. Petro, Julia A. Fearrington, Juliane S. Reynolds, Jeffrey S. Brown, Jason P. Block. [doi]
• Developing Computable Phenotypes of Pediatric Chronic Conditions in PEDSnetLevon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey. [doi]
• Pseudomonas aeruginosa: Assessing Trends in Antimicrobial Resistance Between 2006 and 2012Tochi C. Amadi. [doi]
• Participatory Health Informatics for Data-Driven Precision MedicineJaideep Srivastava, Luis Fernández-Luque, Fernando José Martín-Sánchez, Kenneth D. Mandl. [doi]
• The Access of Bone Marrow Transplant Patients to Online SupportMing-Yuan Chih, Jennifer A. Christian, Kang Namkoong, Miranda Hatfield, Meghan Johnson, Rancie Hannah, Jamie Studts, Robin Vanderpool, Gerhard C. Hildebrandt. [doi]
• Framing Electronic Medical Records as Polylingual Documents in Query ExpansionEdward W. Huang, Sheng Wang, Doris J. Lee, Runshun Zhang, Baoyan Liu, Xuezhong Zhou, ChengXiang Zhai. [doi]
• Designing and Evaluating an Automated System for Real-time Medication Administration Error Detection in a Neonatal Intensive Care UnitYizhao Ni, Todd Lingren, Eric S. Hall, Mattew Leonard, Kristin Melton, Eric S. Kirkendall. [doi]
• Generating a Test of Electronic Health Record Narrative Comprehension with Item Response TheoryJohn P. Lalor, Hao Wu, Li Chen, Kathleen Mazor, Hong Yu. [doi]
• The Effect of Neighborhood Disadvantage on Diabetes PrevalenceLincoln Sheets, Greg Petroski, Julie Jaddoo, Yan Barnett, Chris Barnett, Laura E. Henderson Kelley, Vaishnavi Raman, Amy J. Kind, Jerry C. Parker. [doi]
• Value of Genetics-informed Drug Dosing Guidance in Pregnant Women: A Needs Assessment with Obstetric Healthcare Providers at Johns HopkinsCasey L. Overby, Phillip Thompkins, Harold Lehmann, Christopher G. Chute, Jeanne Sheffield. [doi]
• Leveraging Crowdsourcing to Help Classify Social Media Data for Medical and Patient Safety InsightsAlex Gartland, Arooj Akhtar, Richard Le, Greg Powell. [doi]
• Initial Usability Evaluation of a Knowledge-Based Population Health Information System: The Population Health Record (PopHR)Mengru Yuan, David L. Buckeridge, Guido Powell, Maxime Lavigne, Anya Okhmatovskaia. [doi]
• SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approachChenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang. [doi]
• What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHRCharlene R. Weir, Catherine Staas, Stacey Slager, Teresa Taft, Valliammai Chidambaram, Heidi Kramer, Bruce E. Bray. [doi]
• Current Practices in Integrating Social and Behavioral Data into Patient Care at a VAMCCherie L. Luckhurst. [doi]
• Identifying Potentially Missing Hierarchical Relations in SNOMED CT based on Lexical Features - Impact of Synonyms and Lexico-syntactic ConstraintsSatyajeet Raje, Olivier Bodenreider. [doi]
• Detecting Evidence of Intra-abdominal Surgical Site Infections from Radiology Reports Using Natural Language ProcessingAlec B. Chapman, Danielle L. Mowery, Douglas S. Swords, Wendy W. Chapman, Brian T. Bucher. [doi]
• Big data in healthcare- the promises, challenges and opportunities from a research perspective: A case study with a model databaseMohammad Adibuzzaman, Poching DeLaurentis, Jennifer Hill, Brian D. Benneyworth. [doi]
• Operationalizing Patient Generated Data Collection through Engagement and Iterative Visualization DesignOlga Strachna, Erdeta Bani, Daniel M. Stein, Peter D. Stetson. [doi]
• Usability and Learnability of RxUniverse, an Enterprise-Wide App Prescribing Platform Used in an Academic Tertiary Care HospitalSonya Makhni, Rivelle Zlatopolsky, Farah Fasihuddin, Misael Aponte, Jason Rogers, Ashish Atreja. [doi]
• Facilitators and Barriers to PHR Adoption Experienced by Pediatric Primary Care ProvidersKisha H. Hawthorne, Anthony A. Luberti, Patricia Lee, Erin Sladek. [doi]
• Critical Factors for Developing a Personalized Warfarin Dosing Protocol: A Scoping Review AnalysisJacee Robison, Jia-Wen Guo. [doi]
• Modeling the Cognitive Diagnostic Process, Mapping Factors Associated with Diagnostic Errors, and Analysis of Measures to Prevent Diagnostic ErrorsTeruyoshi Hishiki, Rie Ichikawa, Jimpei Misawa, Yukihiro Maeda, Akiko Shibuya, Yoshiaki Kondo. [doi]
• Opportunities and Challenges for Development, Implementation, and Investigation of Acute Care Patient Portals (ACPP): Recommendations from the ACPP Task ForceAnuj K. Dalal, Sarah A. Collins, Victoria Tiase, Kristin O'Reilly, Ryan Greysen. [doi]
• A Diabetes Management Platform to Reduce Severe Hypoglycemia in Older Adults with Type 1 DiabetesJonathan S. Wald, Elana Toschi, Garry M. Steil, Howard Wolpert, Christine Slyne, Tara MacNeil, Astrid Atakov-Castillo, Stephanie Edwards, Jennifer R. Webb, Alexa Ortiz, Maria Alva, Robert D. Furberg, Medha Munshi. [doi]
• Assessing Inter-Hospital Clinical Processes Variability with Process MiningMarius Petruc, Mihail Popescu. [doi]
• Come Together: a multi-hospital transition in reporting strategy from untethered databases to integrated warehouse solutionsEmily C. Webber, Phillip Cadle, Cara Willey, Michael Schwarz, Rebecca Rose. [doi]
• Classification of hepatocellular carcinoma stages from free-text clinical and radiology reportsWen-wai Yim, Sharon W. Kwan, Guy Johnson, Meliha Yetisgen. [doi]
• Word-of-Mouth Innovation: Hypothesis Generation for Supplement Repurposing based on Consumer ReviewsJung-Wei Fan, Yves A. Lussier. [doi]
• Mapping U.S. FDA National Drug Codes to Anatomical-Therapeutic-Chemical Classes using RxNormFabrício S. P. Kury, Olivier Bodenreider. [doi]
• Structured Data Capture (SDC)Farrah Darbouze, William E. Hammond, Richard Moldwin, Irene S. Dubman, Matthew F. Chudy, Katiya Shell. [doi]
• Real-Time Queries of Millions of Patients Using Probabilistic SketchesGriffin M. Weber. [doi]
• Visual Query Combinators for BioMedical Query MediationClark C. Evans, Charles H. Tirrell, Oleksiy Golovko, Andrey Popp, Jason Simeone, Kyrylo Simonov. [doi]
• Are EHRs "Overloading" Health Professionals? Issues, Advances and New Directions from Cognitive Science and Usability EngineeringAndre W. Kushniruk, Elizabeth M. Borycki, Yalini Senathirajah, Darren Hudson. [doi]
• Content for Visualizations to Enhance HIV-Related Communication Between Patients and Health Care ProvidersSamantha Stonbraker, Sheyla Richards, Mina Halpern, Suzanne Bakken, Rebecca Schnall. [doi]
• Explorative Analyses on Indexing OMOP based Clinical Datasets with DATSEthan Park, Diana Guijarro, Imho Jang, Stephen Trac, Nansu Zong, Hyeoneui Kim. [doi]
• Evaluating the Appropriateness of Medication Related Clinical Decision Support Alert Overrides in the Inpatient and Outpatient SettingsDiane L. Seger, Adrian Wong, Mary G. Amato, Sarah P. Slight, Patrick E. Beeler, Olivia Dalleur, Tewodros Eguale, Christine A. Rehr, Julie M. Fiskio, Karen C. Nanji, David W. Bates. [doi]
• ProvCaRe Semantic Provenance Knowledgebase: Evaluating Scientific Reproducibility of Research StudiesJoshua Valdez, Matthew Kim, Michael Rueschman, Vimig Socrates, Satya S. Sahoo. [doi]
• Reasons for Rework in Clinical Data Provisioning: A Root-Cause AnalysisAmanda L. Do, Ruby Wan, Robert W. Follett, Marianne Zachariah, Douglas S. Bell. [doi]
• Utilizing EHR-based Recruitment MethodsMarianne Zachariah, Carina V. Hampp, Ruby Wan, Amanda L. Do, Douglas S. Bell. [doi]
• Validating Vector Representations of ICD Diagnoses Using Readmission Prediction and Dissimilarity Testing: A Pilot StudyMatthew Parry, Neris Nieves-Robbins, Keith Solveson, Eric A. Shry. [doi]
• Upstream Detection of Clinical Decision Support MalfunctionsThu-Trang T. Hickman, Lewis Silletto, Adam Wright. [doi]
• Reducing Uncoded Allergy Information in the Electronic Health RecordHarley Z. Ramelson. [doi]
• Impact of VA Health Information Exchange upon the Overuse of Laboratory and Imaging TestsDavid A. Haggstrom, Susan M. Perkins, Susan Ofner, Laura J. Myers, Dustin D. French, Marc B. Rosenman, Jason Larson, Michael Weiner. [doi]
• Thinking Together: Modeling Clinical Decision-Support as a Sociotechnical SystemMustafa I. Hussain, Tera L. Reynolds, Fatemeh E. Mousavi, Yunan Chen, Kai Zheng 0002. [doi]
• Using Electronic Health Records Data for Comparative Effectiveness ResearchDavid Cheng, Ashwin N. Ananthakrishnan, Tianxi Cai. [doi]
• Classification method of dental electronic health record data potentially improves precision treatmentDi Wu. [doi]
• Selection and On-boarding of Health Information Exchange Partners: The DoD and VA ApproachNorman E. Stone, Steven Kator, Roger Price, Leann Roling, Crystal Baum, Kim Heermann-Do, Margaret Donahue, Lauren Thompson. [doi]
• Rule-Based Criteria for Recommending Algorithms and Visualization Techniques for Biomedical Data AnalysisLeslie Sim, Charlotte Cheng, Ajay Shah, Srisairam Achuthan. [doi]
• Leveraging Collaborative Filtering to Accelerate Rare Disease DiagnosisFeichen Shen, Sijia Liu 0002, Yanshan Wang, Liwei Wang, Naveed Afzal, Hongfang Liu. [doi]
• Effects of Clinical Decision Support Implementation on Clinical Guideline ComplianceYongkang Zhang, Mark Diana, Allison B. McCoy. [doi]
• ProjectFlow: Configurable Clinical Trial Management with Enterprise Data Integration and Point-of-Care Study SupportRyan C. Cornia, Nilla Majahalme, Danne C. Elbers, Svitlana Dipietro, Brian R. Ivie, Brad Adams, Ramana Seerapu, Valmeek Kudesia, Scott L. DuVall. [doi]
• Unsupervised Analysis of Activity Patterns in Eldercare MonitoringOmar A. Ibrahim, Mihail Popescu, James M. Keller. [doi]
• Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability EventsXuan Wang, Lujie Chen, Marilyn Hravnak, Gilles Clermont, Michael R. Pinsky, Artur Dubrawski. [doi]
• Assessing Electronic Health Record ReadabilityJiaping Zheng, Hong Yu. [doi]
• Reach and Impact of an EHR Pain Care Clinical Decision Support ProgramSteven E. Labkoff, Christopher Bond, Lee Kallenbach, Nam Nguyen, Shruti Gangadhar, Dan O'Brien. [doi]
• Lessons Learned from the Conversion of MIMIC3 to the OHDSI Common Data ModelJoongheum Park, Liana Tascau, Adler J. Perotte. [doi]
• Exploring the Design and Role of Mobile Apps for Healthcare Providers to Find Teratogenic InformationLily Lei, Vishwas Shetty, Karan Gupta, Janine Polifka, Glen Markham, Sarah Albee, Carol Collins, Gary Hsieh. [doi]
• Promoting adherence to antiretroviral therapy in HIV-infected patients using mobile phone text messaging technologyYuri Quintana, Eduardo Martotell, Darren Fahy, Charles Safran. [doi]
• The Jordan Experience: The VistA ExperienceTheresa Cullen, Feras R. Kamal, Nancy E. Anthracite. [doi]
• Blockchain for Privacy and Security: The Case of Health InformaticsGurpreet Dhillon, Kane Smith, Monica C. Tremblay. [doi]
• Use of the Multidimensional Health Locus of Control to Predict Information-Seeking Behaviors and Health-Related Needs in Pregnant Women and CaregiversLauren E. Holroyd, Shilo H. Anders, Jamie R. Robinson, Gretchen Purcell Jackson. [doi]
• Does Semantic Tag Usage in SNOMED CT Match its Concept Hierarchy?Jonathan P. Bona. [doi]
• A mobile system for the improvement of heart failure management: evaluation of a prototypeSarah C. Haynes, Katherine K. Kim. [doi]
• Data-Driven Mobile Medical Immunization Clinic for VeteransChristopher Hollweg. [doi]
• Implementing a Hash-based Privacy-Preserving Entity Resolution Tool in the OneFlorida Clinical Data Research NetworkJiang Bian, Andrei Sura, Gloria P. Lipori, Yi Guo, François Modave, Zhe He 0001, Elizabeth Shenkman, William R. Hogan. [doi]
• Implementing Data Event Triggers with Standard-based Document Exchange to Improve Timely Communication for Referring ProvidersDarren K. Mann, Shan He, Jennifer Nelson, Gary Anderson, Sidney N. Thornton. [doi]
• Classifying Acute Ischemic Stroke Onset Time using Deep Imaging FeaturesKing Chung Ho, William Speier, Suzie M. El-Saden, Corey W. Arnold. [doi]
• Distinction between medical and non-medical usages of short forms in clinical narrativesSungrim Moon, Donna M. Ihrke, Yuqun Zeng, Hongfang Liu. [doi]
• Retrospective and Prospective Evaluations of the System for Hospital Adaptive Readmission Prediction and Management (SHARP) for All-Cause 30-Day Pediatric Readmission PredictionFuchiang (Rich) Tsui, Victor M. Ruiz Herrera, Amie J. Barda, Ye Ye, Gabriella Butler, Srinivasan Suresh, Andrew H. Urbach. [doi]
• Innovative Approaches in Informatics EducationBunyamin Ozaydin, Sue Feldman, Laura J. McNeill, Amanda D. Dorsey, Meg Bruck, Eta S. Berner. [doi]
• Evaluation of EHR Tools to Decrease Data Entry Burden for ResearchersTaylor L. Read, Sarah A. Collins, Neelima Karipineni, Mahesh Shanmugam, Saverio M. Maviglia, J. Perren Cobb, Roberto A. Rocha. [doi]
• The Personal Journey - Informaticists Confront Their Own Health IssuesJessica D. Tenenbaum, William Edward Hammond, Ross Koppel, Michael Kamerick. [doi]
• Stage-Specific Survivability Prediction Models across Different Cancer TypesElham Sagheb Hossein Pour, Rohit Kate. [doi]
• Intelligent Word Embeddings of Free-Text Radiology ReportsImon Banerjee, Sriraman Madhavan, Roger Eric Goldman, Daniel Rubin. [doi]
• Using Social Networking Analysis to Understand the Importance of Patients and Caregivers in Online Teams of CareTrevor Jamieson, Michael F. Chiang, Teja Voruganti, Allison Kurahashi, Alyssa Bertram, Sara Subramaniam, Amna Husain. [doi]
• Development of Clinical Information Displays in the Emergency Department: Cognitive Support to Improve Patient SafetyCarolina Gatica, Carolina Díaz, Juan Pablo Salazar, Mario Barbé, Po-Yin Yen, Marcelo A. Lopetegui. [doi]
• Crowdsourcing Evidence-Based Medicine (EBM)Paul A. Fontelo, Fang Liu. [doi]
• Computing Performance Analysis on Clinical Document-level ClassificationWei-Hung Weng, Kavishwar B. Wagholikar, Henry Chueh. [doi]
• Subtyping Parkinson's Disease with Recurrent Neural Network ModelsXi Zhang, Jian Liang, Cao Xiao, Yize Zhao, Fei Wang. [doi]
• Towards a Generalized 6 Month Mortality Risk ModelAndrew Placona, Shantanu Phatakwala, Becky Yamarik, Neal O'Hara. [doi]
• Family Data Linkage Methods Using EHR DataPedro Rivera, Megan J. Hoopes, Stuart Cowburn, Jon Puro. [doi]
• Semantic Representations of Medical Terms: A Comparison Study of Word Embeddings Trained on Clinical Notes and PubMed ArticlesYanshan Wang, Naveed Afzal, Liwei Wang, Feichen Shen, Hongfang Liu. [doi]
• Clinical Natural Language Processing in Languages Other Than EnglishAurélie Névéol, Noémie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova. [doi]
• Extraction of Patient Temporal Patterns and Clusters from Clinical DataSamir E. AbdelRahman, Julio C. Facelli, Bruce E. Bray, Rashmee U. Shah, Guilherme Del Fiol. [doi]
• TNF-alpha Use as a Risk Factor for Lymphoma in Rheumatoid Arthritis Patients Using the Virtual Research Data CenterGregory T. Brown, Fabrício S. P. Kury, Clement J. McDonald. [doi]
• Characterization of Information Collected from Decision Support Request Forms in Academic Medical CentersJean F. Louis, Guilherme Del Fiol, Rachel L. Richesson. [doi]
• Improving the Quality of Clinical Data Extracted from TextDaniel W. Denhalter, Olga V. Patterson, Brian D. Robison, Scott L. DuVall. [doi]
• Measuring Workload Demand of Informatics Systems with the Clinical Case Demand IndexM. Sriram Iyengar, Deevakar Rogith, Jose F. Florez-Arango. [doi]
• Meeting Common Health-Related Needs Through a Pediatric Inpatient Engagement Consultation ServiceDaniel J. Lee, Robert M. Cronin, Kim M. Unertl, Jamie R. Robinson, Katherine Kelly, Shilo H. Anders, Jennifer Wilkens, Gretchen Purcell Jackson. [doi]
• A Machine Learning-Based Approach for Identifying Atopic Dermatitis in Adults from Electronic Health RecordsErin N. Gustafson, Al'ona Furmanchuk, Jennifer A. Pacheco, Firas H. Wehbe, Kathryn L. Jackson, Abel N. Kho, William Thompson, Jonathan Silverberg. [doi]
• Automated Image Quality Assessment for Fundus Images in Retinopathy of PrematurityAaron S. Coyner, Ryan Swan, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John P. Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang. [doi]
• Technology Integration Officer: A New Residency Leadership PositionKevin U. Stephens, Rachelle E. Toman. [doi]
• The Relationship between "Reason for Exam", Radiologist' Perceived Unexpected Effort, and the Time to Complete InterpretationDaniel T. Nystrom, Heidi Kramer, Marta E. Heilbrun, Charlene R. Weir. [doi]
• An assessment of the contribution of technology on documentation practices in an EHR: evaluation of the introduction of two computer-based tools in a clinical research environmentDavid Herion. [doi]
• A hybrid Neural Network Model for Joint Prediction of Medical Presence and Period Assertions in Clinical NotesRumeng Li, Abhyuday Jagannatha, Hong Yu. [doi]
• Implementation of an Informatics Solution to Improve Management of Pathology Specimens for the VA Precision Oncology ProgramDanne C. Elbers, Robert Hall, Beth Katcher, Svitlana Dipietro, Sung Feng-Chi, Sergey Goryachev, Karen E. Pierce-Murray, Corri DeDomenico, Lauren Macmullen, Helene Garcon, Nhan V. Do, Louis D. Fiore. [doi]
• Using EHR and HIE data to identify patients' need for services that address the social determinants of healthJoshua R. Vest, Shaun J. Grannis, Jennifer L. Williams, Dawn P. Haut, Nir Menachemi. [doi]
• Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York StateXin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang. [doi]
• Using Computer Agents to Explain Clinical Test ResultsRenato Ferreira Leitão Azevedo, Kuangxiao Gu, Yang Zhang 0001, Victor Sadauskas, Tarek Sakakini, Daniel Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Suma Bhat, Ann Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich, William Schuh. [doi]
• Mapping CT Codes from a Health Information Exchange to LOINCJason S. Shapiro, Anton O. Beitia, Tina Lowry, Daniel J. Vreeman, Bradley Delman, George T. Loo, Frederick L. Thum. [doi]
• Mining Associations between Drug Abuse, Age, and Suicide Attempts Brinda Somasundaram, MS. George Mason University, Fairfax, VirginiaBrinda Somasundaram. [doi]
• Eliciting Values of Patients with Multiple Chronic Conditions: Evaluation of a Patient-centered FrameworkAndrew B. L. Berry, Catherine Lim, Andrea L. Hartzler, Tad Hirsch, Evette Ludman, Edward H. Wagner, James D. Ralston. [doi]
• Building an FHIR Ontology based Data Access Framework with the OHDSI Data RepositoriesGuoqian Jiang, Guohui Xiao, Richard C. Kiefer, Eric Prud'hommeaux, Harold R. Solbrig. [doi]
• Recurrent Neural Networks for Classifying Relations in Clinical NotesYuan Luo. [doi]
• Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare CommunicationCarrie M. Christensen, Douglas F. Redd, Erica Lake, Jean Shipman, Heather Aiono, Roger Altizer, Bruce E. Bray, Qing T. Zeng. [doi]
• Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure MessagesLina Bouayad, Dezon Finch, Stephen L. Luther. [doi]
• Residence, Living Situation, and Living Conditions Information Documentation in Clinical PracticeTamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton. [doi]
• Health Care Providers' Experiences of Moving from a Home-grown EHR system to a Commercial systemSarah P. Slight, Diane L. Seger, Christine A. Rehr, Sabrina A. Fowler, Elizabeth R. Silvers, Adrian Wong, Mary G. Amato, Nivethietha Maniam, Michael Swerdloff, David W. Bates. [doi]
• Systematic Evaluation of Smartphone Applications on Spinal Cord Injury Self-ManagementGary Vargas, Spyros Kitsiou, Ben S. Gerber. [doi]
• The Development of the Research Precision Oncology Program Data Repository (PODR) in the Veterans Affairs Healthcare SystemNhan V. Do, Karen E. Pierce-Murray, Edmund C. Peirce, Corri DeDomenico, Frank Meng, Danne C. Elbers, Beth Katcher, Robert Hall, Andrew J. Zimolzak, Samuel Ajjarapu, Colleen Shannon, Sara Turek, Brett R. Johnson, Nathanael Fillmore, Mary Brophy, Louis D. Fiore. [doi]
• Stakeholder Use and Feedback on Vaccination History and Clinical Decision Support for Immunizations Offered by Public HealthSripriya Rajamani, Aaron Bieringer, Similoluwa Sowunmi, Miriam H. Muscoplat. [doi]
• Engaging Patients with Health Technologies to Improve Quality of Care and to Reduce Preventable HarmWanda Pratt, Patricia C. Dykes, Ryan Greysen, Cornelia M. Ruland, David W. Bates. [doi]
• Web-Service-Enabled Apps for Research: SMART-on-FHIR for OMOP and PCORNetJeffrey G. Klann, Kavishwar B. Wagholikar, Lori C. Phillips, Matthew A. Joss, Shawn N. Murphy. [doi]
• Honest Broker Process Using System-Wide Permanent Research IdentifiersRobert W. Follett, Theona Tacorda, Javier Sanz, Douglas S. Bell. [doi]
• HyDeXT: A Hybrid De-identification and Extraction Tool for Health TextXinyan Zhao, V. G. Vinod Vydiswaran. [doi]
• A Scalable Approach to Federating Distributed Data: The Avec® PlatformPhilip R. O. Payne, Mark Vance, Peter J. Embi. [doi]
• Vaccine Code Set Management Service PilotStuart Myerburg, Regina Cox. [doi]
• Honoring Patient's Data Sharing Preferences: Implementation ChallengesElizabeth A. Bell, Diana Guijarro, Imho Jang, Wenhong Zhu, Tyler Bath, Gwangnoh Yun, Masud Rahman, Chao Jiang, Xiaoqian Jiang, Lucila Ohno-Machado, Hyeoneui Kim. [doi]
• Analyzing Prevalence of Obesity among VHA Patients Using Clinical, Temporal, and Geographical Data Extracted from a Nationwide EHRHadi Kharrazi, Stephan D. Fihn, Tamara Box. [doi]
• Association of BMI and Obesity Genetic Risk Score with Surgical Procedures Through a Procedure-wide Association StudyJamie R. Robinson, Zongyang Mou, Lisa Bastarache, Wei-Qi Wei, Robert J. Carroll, Joshua C. Denny. [doi]
• "My work will surely speak for itself: " Visibility, Networking, and Self Promotion in InformaticsWendy Chapman, Murielle S. Beene, Omolola Ogunyemi, Genevieve B. Melton, Laura K. Wiley. [doi]
• Detecting Body Location Modifiers of Disorders in Clinical Texts via Sequence LabelingJun Xu, Yonghui Wu, Yaoyun Zhang, Hua Xu. [doi]
• The All of Us Research Program Researcher Portal: Innovative access to Unprecendented DataAndrea H. Ramirez, Anthony Philippakis, Gonçalo R. Abecasis, Paul A. Harris, Joshua C. Denny. [doi]
• Where's the Data and Where Do I Start? Assessing Stakeholder Needs for Effective Use of Institutional DataChandrea Culbreath, Maria Souden, Melissa Nemon, Holli Kreinbring, Margaret Gonsoulin, Denise M. Hynes. [doi]
• RxNorm Concept History ServiceOlivier Bodenreider, Lee B. Peters. [doi]
• Patient-Reported Outcomes in Clinical Use: Clinician PerspectivesCynthia LeRouge, Andrea L. Hartzler, Liz Kellogg, Mary Beth Hasselquist, Danielle C. Lavallee. [doi]
• Identifying Factors Associated with Problem List Omissions in Electronic Medical Records (EMR), to Assess Underdiagnosis in ObesityAkshat Kapoor, Juhee Kim, Xiaoming Zeng, Andrew G. Anderson. [doi]
• When to re-order laboratory tests? Learning lab shelf-lifeGal Levy-Fix, Sharon Lipsky Gorman, Noemie Elhadad. [doi]
• Machine Learning Models to Predict Readmission for Patients with CirrhosisJejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny. [doi]
• Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure PredictionYu Deng, Al'ona Furmanchuk, Robert Chen, Faraz S. Ahmad, Jimeng Sun, Abel N. Kho. [doi]
• Feasibility of State Public Health Agencies Linking National Program of Cancer Registries and Birth Certificate Data: Outcomes and Lessons LearnedRoland E. Gamache, Timothy Jay Carney, Mary Ann Cooney, Emily H. Moore. [doi]
• The Data and Research Center of the All of Us Research Program: Framework for a National Cohort Program and Research OpportunitiesRobert J. Carroll, Joshua C. Mandel, Karthik Natarajan, Scott Sutherland, Joshua C. Denny. [doi]
• Enterprise Level Data Restructuring in the Military Health System - Building the Foundation for Optimization and Advanced Analytic CapabilityAndrew J. Holdaway, Chris Nichols, Eric A. Shry. [doi]
• A Conceptual Measurement Model for eHealth Readiness: a Team Based PerspectiveJames Phillips, Simon K. Poon, Dan Yu, Mary K. Lam, Monique Hines, Melissa Brunner, Emma Power, Melanie Keep, Tim Shaw, Leanne Togher. [doi]
• Toward Automated Pre-Biopsy Thyroid Cancer Risk Estimation in UltrasoundAlfiia Galimzianova, Sean M. Siebert, Aya Kamaya, Terry S. Desser, Daniel L. Rubin. [doi]
• Physicians Behavior with a Non - Overriding Alert Prescriptions in a CDS Dosing System Developed in ArgentinaMaría S. Hernandez Caffot, Carolina Vogt, Solana Muñoz Fernandez, Francisco M. Bernabeu, Bayan V. Khorsandnia. [doi]
• Barriers to Prompting Beta Blocker Titration in Heart Failure at the Point of CarePaige Benally, Michael W. Smith, Charnetta R. Brown, Natalie Kelly, Jose Nativi, Charlene R. Weir, Salim Virani, Megha Kalsy, Jennifer H. Garvin. [doi]
• Physician Information Needs in Managing DeliriumTeresa Taft, Stacey Slager, Scott D. Nelson, Charlene R. Weir. [doi]
• Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health RecordsYanbo Xu, Mohammad Taha Bahadori, Elizabeth Searles, Michael Thompson, Javier Tejedor-Sojo, Jimeng Sun. [doi]
• A Conceptual Model of Personal Health Informatics for Chronic IllnessLisa M. Vizer, Jordan Eschler, Bon Mi Koo, James D. Ralston, Wanda Pratt. [doi]
• Interactive Machine Learning for Medical Research: A Framework to Enhance the Engagement of Clinical ResearchersBibo Hao, Yiqin Yu, Wen Sun, Yingxue Li, Guotong Xie. [doi]
• Examining the Coverage of Nursing Content in the UMLS-CORE Problem ListTae Youn Kim, Nicholas R. Hardiker. [doi]