Abstract is missing.
- Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with TerminologiesPamela Banning, Dannie Greenlee, Sarah Sontum, Precious Faith H. Porter, Amanda Steffon. [doi]
- Can the UTAUT Model Characterize Clinical Decision Support?Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir. [doi]
- Visual Analytics Dashboard Promises to Improve Hypertension Guideline ImplementationRaef Ali Fadel, Jacob Ross, Timothy Asmar, Zachary Demertzis, Karthik Sridasyam, Guneet Ahluwalia, Tamara Roumayah, Megan Scott, Hanan Ibrahim, Rawan Hammoudeh, Nitesh Gandhi, Alexis Haftka-George, Danielle Heidemann, Sarah Sims, Philip Levy, Joseph Miller. [doi]
- Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research NetworkJiayi Tong, Zhaoyi Chen, Rui Duan, Wei-Hsuan Lo-Ciganic, Tianchen Lyu, Cui Tao, Peter A. Merkel, Henry R. Kranzler, Jiang Bian 0001, Yong Chen 0016. [doi]
- Pain Assessment in Veterans Health Administration Chiropractic Clinic DocumentationBrian C. Coleman, Samah J. Fodeh, Rixin Wang, Anthony J. Lisi, Alicia Heapy, Cynthia Brandt. [doi]
- Standardizing Nursing Orders to Better Assess Acuity and Improve Nursing WorkflowSaldi Yusuf, Medalit Hambly, Catherine J. Staes. [doi]
- Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network AnalysisZainab Al-Taie, Danlu Liu, Christos Papageorgiou, Jussuf Kaifi, Jonathan Mitchem, Chi-Ren Shyu. [doi]
- Can or Should a clinical SME author CDS Content?Aziz A. Boxwala, Matthew Burton, Hank Head, Vipul Kashyap, Kevin Larsen, Davide Sottara. [doi]
- Saving Time for Patient Care by Optimizing Physicians' Notes TemplatesRana Alissa, Kendall Webb. [doi]
- Routing to Care: Identifying the Relationship between Discrete Reasons for Visits and Patient-Selected Appointment TypesEmma Sahn, Bobby Caplin, David Zoltok, Alex Lockwood, Preethi Raju, Dyami Chiasson, Vijan Joshi, John Schrom. [doi]
- Topic Modeling in Opioid Dependence Treatment ReviewsSeyedeh Samaneh Omranian, Susan McRoy. [doi]
- Implementing Advanced Imaging Decision Support: Lessons LearnedPedro J. Caraballo, jeremy D. collins, Stacy R. Schultz, Kenneth Aakre, Joseph A. Sutton, Paul J. Johnsen, Mark A. Parkulo, Karl Krecke. [doi]
- Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus AnalysisLuke A. Carlson, Molly M. Jeffery, Sunyang Fu, Huan He, Rozalina G. McCoy, Yanshan Wang, W. M. Hooten, Jennifer L. St. Sauver, Hongfang Liu, Jungwei Fan. [doi]
- Assessing the Quality of Electronic Data for 'Fit-for-Purpose' by Utilizing Data Profiling Techniques Prior to Conducting a Survival Analysis for Adults with Acute Lymphoblastic LeukemiaVictoria Ngo, Theresa H. Keegan, Brian A. Jonas, Mike Hogarth, Katherine K. Kim. [doi]
- "Analyzing Omaha system with Public Health EHR for social and behavioral determinants from public health for healthcare using CHAMP Software and Nightingale Notes"Vishwa Bhayani, Iris Zachary. [doi]
- A highly accurate method for quantifying LVNC cardiomyophatyGregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo. [doi]
- Info-Aids: Service-learning through short-term informatics technical assistance projects in federal, state, local, territorial, and global settingsFaisal Reza, Pradeep Podila, Mayer Antoine, Saugat Karki, Adebowale Ojo. [doi]
- Characterizing Fall-Related Nursing Care Using Standardized Electronic Nursing DataOlatunde O. Madandola, Yingwei Yao, Hwayoung Cho, Karen Dunn Lopez, Fabiana C. Dos Santos, Tamara Goncalves Rezende Macieira, Diana J. Wilkie, Gail M. Keenan, Ragnhildur I. Bjarnadottir. [doi]
- Improving De-identification of Clinical Text with Contextualized EmbeddingsYoungjun Kim, Stéphane M. Meystre. [doi]
- Rapid Deployment of Hospital Information System Integrated Novel COVID-19 Test Result Monitoring and Surveillance Solution in 40 U.S. HospitalsDiane M. Ratner, Matthew S. Zuzik, Himanshu Singh, Alyssa Stanley, Kelly A. Kavooras, David LaBorde. [doi]
- Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized TrialLisa Grossman Liu, Meghan Reading Turchioe, Annie C. Myers, David K. Vawdrey, Ruth Masterson Creber. [doi]
- Fitbit "Bring Your Own Device" data in the All of Us Research ProgramMichelle Holko, Francis Ratsimbazafy, Kayla Marginean, Karthik Natarajan, Sylvia Cho, Josh Schilling, Aymone Kouame, Dan Webster, Shaquille Peters, Mark Begale, Kelly Gebo, Andrea H. Ramirez, Paul A. Harris. [doi]
- Building an Automated Orofacial Pain, Headache and Temporomandibular Disorder Diagnosis SystemLuciano Nocera, Anette P. Vistoso Monreal, Yuya Yoshida, Yuka Abe, Chukwudubem Nwoji, Glenn T. Clark. [doi]
- Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep LearningMamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini. [doi]
- The Personalization of Evidence: Using Intelligent Datasets to Inform the ProcessTaneya Y. Koonce, Dario A. Giuse, Mallory N. Blasingame, Jing Su, Annette M. Williams, Patricia L. Biggerstaff, Travis J. Osterman, Nunzia B. Giuse. [doi]
- Veteran Use of Monitoring Devices to Collect and Share Health InformationBella Etingen, Bridget Smith, Nicholas McMahon, Rebecca Kartje, Lincoln Clarke, Dawn Irvin, Felicia R. Bixler, Geneva Wilson, Stephanie L. Shimada, Kathleen L. Frisbee, Timothy P. Hogan. [doi]
- SMART Markers: A SMART on FHIR Framework to Standardize Collection of Patient Generated Health DataRaheel Sayeed, Dan Gottlieb, Kenneth D. Mandl. [doi]
- Patient Matching and Safety EventsBenjamin Woodle, Melody L. Greer. [doi]
- Challenges in Health Application Interoperability: Impact of Fast Healthcare Interoperability Resources in the Electronic Health RecordJeritt Thayer, Daria F. Ferro, Joseph Zorc, Levon H. Utidjian, Robert W. Grundmeier. [doi]
- Towards Measuring Real-World vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE)Rebecca L. Rivera, Heidi Hosler, Saurabh Rahurkar, Rich Holden, Joshua R. Vest, Jeong Hoon Jang, Jason Schaffer, Julia Adler-Milstein, Titus K. Schleyer. [doi]
- Audit Logs Offer New Insights into Care Processes and OutcomesJulia Adler-Milstein, Christian Rose, Michael D. Wang, Michelle R. Hribar, Adam Rule. [doi]
- Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and AdolescentsKayley N. Abell-Hart, Naizhang Wang, Fusheng Wang 0001. [doi]
- The CLinically Explainable Actionable Risk (CLEAR) ModelRuiJun Chen, Amelia J. Averitt, Oliver Bear Don't Walk, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Rodriguez, Phyllis Thangaraj, Tony Y. Sun. [doi]
- Adoption and Impact of a Personalized and Data-Driven Health Benefits Decision-Support ToolMollie M. McKillop, Anita M. Preininger, Tyler Steben, Karlis Draulis, Nawshin Kutub, Gretchen P. Jackson. [doi]
- Design and Validation of an Automated Process for Assessment of Risk for Pulmonary Embolism Using the Well's CriteriaNasen J. Zhang, Philippe Rameau, Marsophia Julemis, Yan Liu, Sundas Khan, Thomas G. McGinn, Safiya Richardson. [doi]
- Learning by Doing: Resident Physicians' Use of Electronic Health RecordsA. Jay Holmgren, Brenessa Lindeman, Eric W. Ford. [doi]
- Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care SettingElham Sagheb, Jungwon Yoon, Chung-Il Wi, Pragya Shrestha, Euijung Ryu, Miguel Park, Barbara P. Yawn, Hongfang Liu, Young J. Juhn, Sunghwan Sohn. [doi]
- Curating Data and Communicating Quality for Impact in a FAIR WorldRobert J. Carroll, Kristin Wuichet, Charles Phillips, Michelle Holko, Allison P. Heath. [doi]
- Development and Retention of Big Data Scientists to Support Biomedical Research through BD-STEPMichelle A. Berny-Lang, Kelly Gaynor, Colleen Shannon, Frank Meng. [doi]
- Exploiting existing resources to create silver test sets for NLP evaluationJoseph Polifroni, Dmitriy Boyuk, Brian York. [doi]
- Learning Hierarchical Transformer-based Representations of Clinical NotesXin Su, Timothy A. Miller, Majid Afshar, Dmitriy Dligach. [doi]
- Improving HIV Patients' Appointment Adherence Using a Predictive ModelCandis A. Riggs, Navneet Baidwan, James Wiliq, Bunyamin Ozaydin. [doi]
- Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions?Felicia R. Bixler, Bella Etingen, Bridget Smith, Stephanie L. Shimada, Daniel J. Amante, Angela Patterson, Dane Netherton, Kathy Frisbee, Timothy P. Hogan. [doi]
- On the Representation of Groups of Patients in LADaniel R. Schlegel, Kate Gordon. [doi]
- Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking CessationFrancesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie. [doi]
- Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney DiseaseLipika Samal, Edward Wu, Skye Aaron, Pamela M. Garabedian, Allison B. McCoy, Gearoid M. McMahon, Patricia C. Dykes, Stuart R. Lipsitz, David W. Bates, Adam Wright. [doi]
- Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic ReviewYuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts. [doi]
- Operationalizing Artificial Intelligence: Lessons Learned at Dana-Farber Cancer InstituteJohn Methot, Renato Umeton, Gregory Antell. [doi]
- Patient-Specific Modeling with Personalized Decision PathsAdriana Johnson, Gregory F. Cooper, Shyam Visweswaran. [doi]
- Extraction of Diagnosis codes from Health Reports using available NLP tools for a performant implementation in an Academic Medical CenterArnav Bhandari, Michael Horvath, Greg Kucera, Umit Topaloglu. [doi]
- The Role of Health Information Exchange Organizations in Enabling Exchange at the Regional, State and National LevelVaishali Patel, Julia Adler-Milstein, Jordan Everson, David Kendrick, Michael Berry. [doi]
- Inpatient Point of Care Glucose Performance Analysis Using Paired TimestampsChao-Wei Tsai, Kayley Abell-Hart, Joshua Miller, Danielle J. Kelly, Mary M. Saltz, Veena Lingam. [doi]
- Disparities in Telehealth Use among Patients with Limited English Proficiency in CaliforniaJorge A. Rodriguez, Altaf Saadi, Lee Schwamm, David W. Bates, Lipika Samal. [doi]
- Sustaining engagement with patient-reported outcomes (PRO) monitoring among older adultsMeghan Reading Turchioe, Lisa Grossman Liu, Annie C. Myers, Ruth Masterson Creber. [doi]
- Developing a Phenotype Risk Score for Opioid Adverse EventsLeigh Anne Tang, Sarah Delozier, Lisa Bastarache, Colin Walsh, Joshua C. Denny. [doi]
- Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial RecruitmentDinah Foer, Savanna Plombon, Stuart R. Lipsitz, David W. Bates, Anuj K. Dalal, Robert S. Rudin. [doi]
- Conversational Agents for Chronic Disease Self-Management: A Systematic ReviewAshley C. Griffin, Zhaopeng Xing, Saif Khairat, Yue Wang, Stacy Bailey, Jaime Arguello, Arlene E. Chung. [doi]
- A Corpus Analysis of Social Isolation from Clinical Notes of Patients with CancerJia-Wen Guo, Christina L. Radloff, Katherine A. Sward, Susan L. Beck, Wendy W. Chapman, Gary W. Donaldson, Lewis J. Frey. [doi]
- Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version UpgradesDo-Hoon Kim, Yura Lee, Ji Seon Oh, Dongwoo Seo, Kye Hwa Lee, Young-Hak Kim, Woo-Sung Kim, Jae-Ho Lee. [doi]
- Implementing Predictive Modeling to Increase Advance Care Planning Completion in Outpatient IM Resident ClinicsStephen A. Petty, Richa Bundy, Adam Moses, Chrissy Floyd Morris, Carl Grey, Ajay Dharod. [doi]
- Screening Social Determinants of Health Using Health Information Exchange and Mobile TechnologyMelissa S. Van Cain, Jennifer Faries, Juell Homco, Blake J. Lesselroth, David Kendrick. [doi]
- Community Social Needs Screening and Intervention: An Informatics Platform Using Health Information Exchange and Consumer TechnologyBlake J. Lesselroth, Juell Homco, Melissa Van Cain, Jennifer Faries, David C. Kendrick. [doi]
- Challenges in Exposing Legacy Data in the FHIR Standard at the Department of Veteran AffairsJay Lyle, Catherine Hoang, Amy K. Norris Colon, Lina Bertuzis, Holly Miller. [doi]
- Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-Driven ApproachRimma Belenkaya, Adam Watson, Pedram Razavi, Joshua Drago, Lindsay Betzendahl, Dan Benevento, Meera Patel, James Park, John Philip. [doi]
- Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health RecordsJinying Chen, Marc Gagnier, Darleen Lessard, Catarina I. Kiefe, David McManus, Bo Wang, Thomas K. Houston. [doi]
- Housing Stability Phenotype Extracted from Clinical Text Notes and Diagnosis CodesAndrew K. Teng, Adam Wilcox. [doi]
- Interpretable Automatic Adverse Event Detection with Hierarchical Attention NetworksZilong Zhang, Cathy Eastwood, Natalie Wiebe, Adam G. D'Souza, Yuan Xu, Hude Quan, Quan Long. [doi]
- Derivation and Validation of Vasoactive-Inotrope Score Trajectory Groups in Critically Ill ChildrenElitsa Nicolaou, L. Nelson Sanchez-Pinto. [doi]
- Amplifying Domain Expertise to Combat Antimicrobial ResistanceProtiva Rahman, Arnab Nandi 0001, Erinn Hade, Emily S. Patterson, Courtney L. Hebert. [doi]
- Accrual to Clinical Trials (ACT) - a SHRINE User Interface Refresh to Search for 125+ Million LivesAnupama Maram, Griffin M. Weber. [doi]
- Utilization of BPM+ Health for the Representation of Clinical Knowledge: A Framework for the Expression and Assessment of Clinical Practice Guidelines (CPG) Utilizing Existing and Emerging Object Management Group (OMG) StandardsRobert F. Lario, Steve Hasely, Stephen White, Karen Eilbeck, Richard Soley, Stan Huff, Kensaku Kawamoto. [doi]
- The Impact of Order Set Implementation on Inappropriate Titer Ordering and VaccinationsKamel Azhar, Wilson Ching, Andrew Boyd, Karl Kochendorfer. [doi]
- GoCom - A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary EvaluationAlexandra Kogan, Mor Peleg, Samson W. Tu, Irit Hochberg, Natanel Khaitov, Raviv Allon. [doi]
- Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphonesCaroline A. Figueroa, Adrián Aguilera, Bibhas Chakraborty, Arghavan Modiri, Jai Aggarwal, Nina Deliu, Urmimala Sarkar, Joseph Jay Williams, Courtney R. Lyles. [doi]
- Operationalizing Telehealth During the COVID-19 OutbreakPamela E. Hoffman, Emily C. Webber, John Scott, Jonathan D. Hron, Theresa Cullen. [doi]
- VANTAGE6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchangeArturo Moncada-Torres, Frank Martin, Melle Sieswerda, Johan Van Soest, Gijs Geleijnse. [doi]
- Evaluation of Patient Privacy During COVID-19 Outbreaks: Case StudyJiankang Mu, Mengchun Gong, Zhengpeng Lu, Wenzhao Shi, Li Liu, Hong Zhu. [doi]
- Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses' Palliative Care Planning DecisionsHwayoung Cho, Karen Dunn Lopez, Yingwei Yao, Ragnhildur I. Bjarnadottir, Jiang Bian 0001, Diana J. Wilkie, Gail M. Keenan. [doi]
- Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid OverdoseAdam Wright, Hayley Rector, Andrew J. Teare, Allison B. McCoy, Tyler Barrett, David A. Edwards, David E. Marcovitz, Scott D. Nelson. [doi]
- Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven ApproachYing-Chih Lo, Liqin Wang, Joshua Lakin, Li Zhou. [doi]
- Supporting Patient-Centered Care in Oncology: Mapping for a Data View of Preferences and ValuesChelsea L. Michael, Anjali V. Desai, Gilad J. Kuperman. [doi]
- Patient Characteristics Associated with ER Visits in a Direct Primary Care PracticeXiaohan Tanner Zhang, George Kim, Sasha Ballen, Sugato Bagchi, Pei-Yun Sabrina Hsueh, Marion J. Ball. [doi]
- Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of PrematurityAaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang. [doi]
- A mathematical model to predict the diagnostics periods for the secondary distant metastases in patients with ER/PR/HER2/Ki-67 subtypes of breast cancerElla Y. Tyuryumina, Alexey Neznanov, Jacob Turumin. [doi]
- Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 DiabetesMohamed Ghalwash, Vibha Anand, Kenney Ng, Jessica L. Dunne, Markus Lundgren, Marian Rewers, Riitta Veijola. [doi]
- Rule-based Data Quality Assurance of Medication History DataNick Williams, Craig S. Mayer, Vojtech Huser. [doi]
- Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient ContextBret S. E. Heale, Tyler Haberle, Christopher L. Fillmore, K. C. Fisher, Pallavi RanadeKharkar. [doi]
- Ambiguity in Medical Concept Normalization: An Analysis of Types and Coverage in Electronic Health Record DatasetsDenis R. Newman-Griffis, Guy Divita, Bart Desmet, Ayah Zirikly, Carolyn Penstein Rosé, Eric Fosler-Lussier. [doi]
- Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile ApplicationBrittany N. Taylor, Meghan Reading Turchioe, Lisa Grossman Liu, Ruth Masterson Creber. [doi]
- A Comparison of DSME/S Documentation in Clinic Notes between Primary Care and Diabetes Care SpecialistMin Soon Kim, Uzma Z. Khan, Suzanne A. Boren, Qing Ye, Eduardo C. Simões. [doi]
- Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency DepartmentWenna Xi, Samprit Banerjee, Robert B. Penfold, Gregory E. Simon, George Alexopoulos, Jyotishman Pathak. [doi]
- Visual Rating Scales for Patient-Reported Outcome Measurement: A National Validation StudyLisa Grossman Liu, Meghan Reading Turchioe, Annie C. Myers, Jyotishman Pathak, David K. Vawdrey, Ruth Masterson Creber. [doi]
- Designing an Interface for a Hospital Geographic Information SystemProtiva Rahman, Elisabeth Root, Susan Moffatt-Bruce, Courtney L. Hebert. [doi]
- Identifying Use Cases of Consumer-Grade Fitness Trackers in Research StudiesSylvia Cho, Karthik Natarajan. [doi]
- Atlanta HIV Disease Registry: The Intersection of Private and Public Healthcare for Translational ScienceJohnathan A. Edwards, Andrew Post, Jeselyn Rhodes, Minh Ly T. Nguyen, Julia W. Gallini, Vincent C. Marconi. [doi]
- Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth PlatformSiang Hao Lee. [doi]
- Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological WaveformsRishikesan Kamaleswaran, Jiaoying Lian, Dong-Lien Lin, Himasagar Molakapuri, Sri Manikanth Nunna, Parth Shah, Shiv Dua, Rema Padman. [doi]
- A Descriptive Study of HIV Patients Highly Adherent to Antiretroviral TherapyNick Williams, Craig S. Mayer, Vojtech Huser. [doi]
- Identifying Actionable Aspects of Frailty in the Text of Encounter NotesJacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Jasmine A. Silvestri, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Vivek N. Ahya, Michael W. Sims, Joshua M. Diamond, Joseph Adler, Elizabeth Steele, Emily Ott, Lyle H. Ungar, Scott D. Halpern, Gary E. Weissman. [doi]
- Using semantic inferences to augment standard data definitionsKaren M. Bavuso, Melinda Wong, Emily Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha. [doi]
- Training Women for Leadership in Informatics and Digital Health: A Report from the Inaugural Women in AMIA Leadership ProgramWendy W. Chapman, Adela Grando, Merida L. Johns, Guergana Savova, Maia Hightower. [doi]
- Mixed-Methods Approaches to Understanding, Measuring, and Reducing Clinical Documentation BurdenSarah Collins Rossetti, Amanda J. Moy, Min-Jeoung Kang, Jessica M. Schwartz, Kenrick Cato. [doi]
- Visualization Of Patient Medications' Trajectory In Depression ManagementDeevakar Rogith, Jair C. Soares, M. Sriram Iyengar. [doi]
- An Analysis of Diabetes Mobile Apps Feedback Messages Focused on the Healthy Coping PrincipleQing Ye, Suzanne A. Boren, Uzma Z. Khan, Eduardo C. Simões, Min Kim. [doi]
- Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network SystemMasaharu Nakayama, Ryusuke Inoue, Hiroaki Shimizu. [doi]
- Clinician Involvement in Research on Machine-Learning-Based Clinical Decision Support for the Hospital Setting: A Scoping ReviewJessica M. Schwartz, Sarah Collins Rossetti, Kenrick Cato. [doi]
- Adoption and Use of Health-Related Mobile Apps Among US Military VeteransTimothy P. Hogan, Bella Etingen, Stephanie L. Shimada, Nicholas McMahon, Lincoln Clarke, Derek Bolivar, Felicia R. Bixler, Rachel Wacks, Linda Am, Kathleen L. Frisbee, Bridget Smith. [doi]
- Determining the Prevalence of Providers' Review of Past Patients in a Pediatric Hospital Using EHR Access Log DataSamuel Yang, Rajesh Ganta, Jennifer Lee, Jeffrey Hoffman. [doi]
- The All of Us Research Program Researcher Workbench: Cloud based access and analytics to advance precision medicineAndrea H. Ramirez, Kelsey R. Mayo, Robert J. Carroll, Karthik Muthuraman, Melissa A. Basford, David Glazer, Paul A. Harris, Anthony Philippakis, Dan M. Roden. [doi]
- Characterizing database granularity using SNOMED-CT hierarchyAnna Ostropolets, Christian G. Reich, Patrick B. Ryan, Chunhua Weng, Anthony Molinaro, Frank J. DeFalco, Jitendra Jonnagaddala, Siaw-Teng Liaw, Hokyun Jeon, Rae Woong Park, Matthew E. Spotnitz, Karthik Natarajan, Kristin Kostka, George Argyriou, Robert T. Miller, Andrew E. Williams, Evan Minty, Jose D. Posada, George Hripcsak. [doi]
- Building a Data Analytics Education Platform for HealthcareEric Cui, Zheng Qi, Javed Mostafa. [doi]
- SEADRAGON - A Web-Based System of Surveillance Estimates Attributed to Drug-Related Adverse Events Generated OnlineAlex Tocitu, Andrew I. Geller, Maribeth Sivilus, Daniel S. Budnitz. [doi]
- Machine learning based iterative annotation system for Ovarian Cancer articlesZhendong Wang, Peter Brusilovsky, Heidi Donovan, Vivian Hui, Mary L. Klem, Daniel Przybylak, Heidi Reis, Daqing He, Young Ji Lee. [doi]
- Patient Record Summarization Through Joint Phenotype Learning and Interactive VisualizationGal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Noémie Elhadad. [doi]
- Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare OrganizationsAllison B. McCoy, Sayon Dutta, David M. Rubins, Marc Tobias, Adam Wright. [doi]
- To Text or Not to Text? That is the QuestionGregory L. Alexander, Riley Harrell, Sue Shumate, Mason Rothert, Amy A. Vogelsmeier, Lori L. Popejoy, Marilyn Rantz. [doi]
- Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning ModelsBharath Dandala, Venkata Joopudi, Ching-Huei Tsou, Jennifer J. Liang, Parthasarathy Suryanarayanan. [doi]
- Impact of digitally-acquired diagnostic input from peers on primary care clinicians in real-life outpatient cases: results from a randomized trialElaine C. Khoong, Valy Fontil, Natalie Rivadeneira, Sarah S. Nouri, Kristan Olazo, Mekhala Hoskote, Shantanu Nundy, Courtney R. Lyles, Urmimala Sarkar. [doi]
- Understanding User Needs through Health Forum Data: A Feasibility Study in Alzheimer's DiseaseDanny T. Y. Wu, Hoang-Vu, Shwetha Bindhu, Catherine Xu, Shuai Mu, Brett Harnett, James J. Lee. [doi]
- Assessing Clinical Staff Usability & Satisfaction with Documentation & Information Retrieval Prior to an Electronic Health Record ImplementationJonathan Elias, Amanda J. Moy, Eugene Lucas, Jessica Schwartz, Kenrick Cato, Erika L. Abramson, Jessica S. Ancker, Susan B. Bostwick, Sarah Collins Rossetti. [doi]
- Consumer Engagement in Smartphone Supported Home-based Diagnostic Testing for Communicable Virus: Exploring flu@homeVictoria Lyon, Cynthia LeRouge, Polina Durneva, Matthew Thompson. [doi]
- Furthering LOINC Interoperability through Mapping to Open Biomedical OntologiesStephen A. Weaver, Dannie Greenlee, Pamela Banning, Swapna Abhyankar, David Baorto. [doi]
- UX of Cardiovascular Risk Education Tool for Electronic Patient PortalLucy C. Stein, Laura C. Schubel, Saba Owens, Ronald E. Romero Barrientos, Kristen E. Miller. [doi]
- ICU Data Visualization Research in the Literature and Future NeedsXiaoxia Li, Abu S. Mosa. [doi]
- Using Social Science Methods to Conduct a Horizon Scan to Identify Gaps and Opportunities for Future Development in Patient-Centered Clinical Decision SupportShana Sandberg, Prashila Dullabh, Lauren Hovey, Krysta Heaney-Huls, Nithya Rajendran, Nora Marino, Shafa Al-Showk, Edwin A. Lomotan, Dean F. Sittig. [doi]
- Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research StudiesMaryam Y. Garza, Michael W. Rutherford, Sahiti Myneni, Susan H. Fenton, Anita Walden, Umit Topaloglu, Eric L. Eisenstein, Karan R. Kumar, Kanecia Zimmerman, Mitra Rocca, Scott Gordon, Sam Hume, Zhan Wang, Meredith Zozus. [doi]
- Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health recordsYifan Li, Changye Li, Gavin Bart, Rui Zhang. [doi]
- Neural Multi-Task Learning for Adverse Drug Reaction ExtractionFeifan Liu, Xiaoyu Zheng, Hong Yu 0001, Jennifer Tjia. [doi]
- What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative AnalysisLu He, Changyang He, Yue Wang 0035, Zhaoxian Hu, Kai Zheng 0002, Yunan Chen. [doi]
- Double Dice Roll Outperforms a Built-In Model for Predicting Remaining Length of Stay: Lessons Learned from a Prospective EvaluationHossein Soleimani, Sara G. Murray. [doi]
- Improving Access to Interoperable Data for ResearchKevin J. Chaney, Teresa Zayas-Cabán, Paul J. White. [doi]
- Building Actionable Rare Disease Registries in the age of EHRs to Power Personalized Medicine: Lessons Learned in Standards, Data Models, Data Engineering, Patient Inclusion, and Regulatory ChallengesSteven E. Labkoff, Leon Rozenblit, Alexander Elbert, Rimma Belenkaya. [doi]
- Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video RecordingsMatthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani. [doi]
- Integrating Research, Clinical Decision Support, Population Health, and Quality Measurement within a Learning Health SystemSaverio M. Maviglia, Roberto A. Rocha, Dominik Aronsky. [doi]
- A Multi-Stakeholder Roadmap for Care Transformation - the AHRQ evidence-based Care Transformation Support (ACTS) InitiativeSteve Bernstein, Jerome A. Osheroff, Maria Michaels, Brian S. Alper, Blackford Middleton. [doi]
- Variations among Electronic Health Record and Physiologic Streaming Vital Signs for Use in Predictive Algorithms in Pediatric Severe SepsisAdam C. Dziorny, Robert B. Lindell, Julie Fitzgerald, Christopher P. Bonafide. [doi]
- Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal DetectionXiruo Ding, Trevor A. Cohen. [doi]
- Clinical Decision Support Systems Use for Pressure Sores Risk Assessment in Long-Term Care Facilities in the United StatesRafeek A. Yusuf, Adaeze Aroh, Zenab Yusuf, Andrew Tajo, Jide Adeshiyan. [doi]
- Electronic Consenting to Catalyze Patient-Oriented Translational Clinical ResearchThomas R. Campion, Fadia Shaya, Daniel Robins, Rachel Brody, Joseph Finkelstein. [doi]
- A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart FailureFatemeh Fahimi, Yang Guo, Shao Chuen Tong, Angela Ng, Hwee Koon, Sharon Ong, Yu Bing, Bryan Choo, Weiling Huang, Sheldon Lee Shao Guang, Savitha Ramasamy, Wai Leng Chow, Oh Hong Choon, Pavitra Krishnaswamy. [doi]
- Risk Classification in Pediatric Acute Lymphoblastic Leukemia with Structured Data in Clinical Research NetworksHanieh Razzaghi, Jason Roy, Ashley Batugo, Charles Bailey. [doi]
- Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristicsYuanyuan Shen, Danlu Liu, Chi-Ren Shyu, Jonathan Mitchem. [doi]
- Can I Take a Break? Facilitating In-Home Respite Care for Family Caregivers of Older AdultsAehong Min, Flannery Currin, Gustavo Razo, Kay Connelly, Patrick C. Shih. [doi]
- Education on FHIR: multi-disciplinary perspectives to incorporate FHIR in health informatics training initiativesDamian A. Borbolla, Catherine J. Staes, Laura K. Heermann Langford, Viet Nguyen. [doi]
- Poster: An Unexpected Pathway for Fentanyl OrdersDavid M. Liebovitz, William Moore, Kelsey Waier, Seth Hartman. [doi]
- Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall RiskInSook Cho, Patricia C. Dykes. [doi]
- Implementation of Electronic Prescription Cancellation: A Tale of Two Health Systems, a Retail Pharmacy, and the Evolution of the CancelRx StandardSamantha I. Pitts, Michelle Chui, Charlie Oltman, Tolu Akinwale. [doi]
- Contemporary Use of Real World Data for Clinical Trial ConductJames R. Rogers, Junghwan Lee, Ziheng Zhou, Patrick B. Ryan, George Hripcsak, Chunhua Weng. [doi]
- Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHRKim Nolen, Marianna Bruno, Joshua Mitchell, Thomas George Kannampallil, Casey Reed, Mohammad Ateya, Sherry Lassa-Claxton, Michelle Holtman, Ahsan Huda. [doi]
- GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic DataJean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux. [doi]
- UnBIASED: Understanding Biased patient-provider Interaction and Supporting Enhanced DiscourseRegina Casanova-Perez, Cezanne Lane, Erin Beneteau, Steven R. Rick, Wanda Pratt, Janice Sabin, Nadir Weibel, Andrea Hartzler. [doi]
- Automatic MeSH Indexing: Revisiting the Subheading Attachment ProblemAlastair R. Rae, David O. Pritchard, James G. Mork, Dina Demner-Fushman. [doi]
- Angelfish: Building a Structurally Diverse Clinical Document CorpusGuy Divita, Bart Desmet, Ayah Zirikly, Luke Breitfeller, Carolyn Penstein Rosé. [doi]
- Navigating the National Cancer Institute Grants Process: A Primer for Informatics ResearchersRobin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard. [doi]
- Key Metrics of Surge Capacity Assessments for Healthcare Systems and Hospitals: A Development FrameworkLeyla B. Warsame, Raghuveer Puttagunta. [doi]
- Enablers of Trial Engagement for Home Diagnostic Test- Supported by Smartphone (HDT-smart) - The Case of flu@homeSpurthy Dharanikota, Victoria Lyon, Polina Durneva, Cynthia LeRouge, Matthew Thompson. [doi]
- Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record NarrativesYoungjun Kim, Paul M. Heider, Stéphane M. Meystre. [doi]
- Use of Biomedical Ontologies to Improve Adverse Event ReportingMelinda Wong, Karen Bavuso, Emily Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha. [doi]
- Statistical Impact of Sample Size and Imbalance on Multivariate Analysis in silico and A Case Study in the UK BiobankXinyuan Zhang 0003, Ruowang Li, Marylyn D. Ritchie. [doi]
- Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural NetworksEdidiong Okon, Lingyun Shi, Rich Tsui. [doi]
- Comparison of the Impact of Placed-based Social Determinants of Health on Claims-based Risk Adjustment Models Across Different Geographic LevelsHadi Kharrazi, Hsien-Yen Chang, Elham Hatef, Jonathan P. Weiner. [doi]
- Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depressionAnnie C. Myers, Fariha Ahsan, Rochelle Joly, Alison Hermann, Yiye Zhang, Michael Laskoff, Jyotishman Pathak, Meghan Reading Turchioe. [doi]
- Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology ClinicJimmy Chen, Isaac H. Goldstein, Wei-Chun Lin, Michael F. Chiang, Michelle R. Hribar. [doi]
- Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician WorkforceSheena Desai, Vinod E. Nambudiri. [doi]
- Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLPWui Ip, Keith Morse, James J. Xie, Austin Powell, Natalie Pageler. [doi]
- Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospitalFuchiang (Rich) Tsui, Lingyun Shi, Victor M. Ruiz, Fan Mi, Michael Goldsmith, Maryam Y. Naim, Jorge A. Gálvez, Allan F. Simpao. [doi]
- Understanding eConsult Triage Behavior with Natural Language ProcessingXiyu Ding, Michael L. Barnett, Ateev Mehrotra, Timothy A. Miller. [doi]
- W-EHR's the "Hidden" Decision Maker? A Novel Service-Based Approach to Supervising Resident Role AttributionMichael D. Wang, Benjamin I. Rosner, Jen Gong, Julia Adler-Milstein, Glenn Rosenbluth. [doi]
- Discovering Factors Associated with Suspected InfectionsXing Song, Mei Liu, Lemuel R. Waitman, Sanjay Parashar, Steven Q. Simpson. [doi]
- Utilizing Similarity Measure to Cross-Map the International and British Medication CodesJoshua D. Butler, Martin Zand. [doi]
- Developing and Validating a Model for Detecting Longitudinal Inconsistencies in the Electronic Problem ListChad M. Hodge, Scott P. Narus, Gregory J. Stoddard. [doi]
- NLM-Scrubber - a Software Application for Clinical Text De-IdentificationMehmet Kayaalp 0002, Ming Way, Pamela Sagan. [doi]
- Learning Patient Representations from Electronic Health Records across Diverse Data TypesTimothy A. Miller, Dmitriy Dligach, Fei Wang, Yuqi Si, Funda Meric-Bernstam. [doi]
- Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims DataKatherine A. Brown, Indra Neil Sarkar, Elizabeth S. Chen. [doi]
- A Surveillance Framework for Monitoring and Updating Clinical Prediction ModelsSharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny. [doi]
- De-identification of Medical Data for Secondary Use: A Survey of Awareness Targeting Clinical ResearchersYura Lee, Jeong Hyun Han, Ji-Young Kim, Do-Hoon Kim. [doi]
- Digital Management of Perinatal Anxiety - Literature Review and Environment ScanKatye Magee, Cynthia LeRouge, Nadia Ramey, Thomas C. Newlin. [doi]
- Do traditional BMI categories capture future obesity? A comparison with trajectories of BMI and incidence of cancerCharlotte Watson, Nophar Geifman. [doi]
- Elucidation of risk factors of immune checkpoint inhibitor-induced fatal adverse events by using large-scale medical informationYoshito Zamami, Takahiro Niimura, Yuki Izawa-Ishizawa, Mitsuhiro Goda, Kenshi Takechi, Masayuki Chuma, Keijo Fukushima, Yuya Horinouchi, Yasumasa Ikeda, Hiromichi Fujino, Keisuke Ishizawa. [doi]
- Usability Testing of Seegnal Drug-related Problems Alerting SystemAngela Rui, Pamela M. Garabedian, Lynn A. Volk, Diane L. Seger, Sonam N. Shah, David W. Bates. [doi]
- Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic PartnershipBradley E. Iott, Jessica Pater, Shauna Wagner, Tammy Toscos, Tiffany C. Veinot. [doi]
- Order Set Utilization in a Multi-hospital/Multi-state Healthcare NetworkJames Wang, Cornel Antonescu. [doi]
- Exploring JSON-LD as an Executable Definition of FHIR RDF to Enable Semantics of FHIR DataHarold R. Solbrig, Dazhi Jiao, Eric Prud'hommeaux, David Booth, Cory M. Endle, Daniel J. Stone, Guoqian Jiang. [doi]
- Low-to-Middle-Income Country (LMIC) National and Regional Responses during Epidemic Situations and COVID-19: The Role of Informatics in Prevention, Preparation, Control, and ManagementTheresa Cullen, Felix Holl, Mengchun Gong, Andrew S. Kanter, Polun Chang. [doi]
- Data Quality Framework for Assessing Data from Electronic Health Record-Enabled RegistriesAmanda L. Lien, Rishabh Jain, Claire Margolis, Sam Haaf, Alex Koshta, Solmaz Bagherpour, Srikanth Kaja, David Budd, Andrew LaPrise, Kevin Wood, Theodore Leng, Matthew Roe, Chhaya Shadra. [doi]
- ACESO (After Cancer Education and Support Operations): A pilot study evaluating the feasibility of an online cancer survivorship care planAkshat Kapoor, Priya Nambisan. [doi]
- Educating and Assessing Dialysis Patients' Disutility for Transplantation with an HCV-Viremic KidneyAdeboye A. Adejare Jr., Mark H. Eckman. [doi]
- Evaluating the utility of a picture description task for monitoring progression of ALS at homeCarla Agurto, Guillermo A. Cecchi, Mary Pietrowicz, Divya Ramamoorthy, Lorin Wilde, Elizabeth Mosmiller, Emily Baxi, Nicholas J. Maragakis, James Berry, Ernest Fraenkel, Jeffrey D. Rothstein, Raquel Norel. [doi]
- Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration EventsLi-heng Fu, Christopher Knaplund, Kenrick Cato, David J. Albers, Sarah Collins Rossetti. [doi]
- Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance SystemLena Leszinsky, Sherrie Xie, Avantika Diwadkar, Rebecca Greenblatt, Rebecca A. Hubbard, Blanca E. Himes. [doi]
- The Age Limit Does Not Exist: A Pilot Usability Assessment of a SMS-Messaging and Smartwatch-Based Intervention for Older Adults with DepressionNatalie C. Benda, George Alexopoulos, Patricia Marino, Jo Anne Sirey, Dimitris Kiosses, Jessica S. Ancker. [doi]
- Bleeding Entity Recognition in Electronic Health Records: A Comprehensive Analysis of End-to-End SystemsAvijit Mitra, Bhanu Pratap Singh Rawat, David McManus, Alok Kapoor, Hong Yu 0001. [doi]
- Visualizing Vulnerability: Design and Usability of Interactive Mapping Tools for Global Health PreparednessLauren E. Snyder, Peter Rabinowitz, David Pigott, Andrea Hartzler. [doi]
- Health Care Professional Perspectives of Patient-Controlled Granular Information SharingTianyu Tang, Nassim Idouraine, Julia Ivanova, Hiral Soni, Anita C. Murcko, Adela Grando, Darwyn Chern, Christy Dye, Mary Jo Whitfield. [doi]
- Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to StayKyungsook Gartrell, Joan Warren, Fang Liu, Paul A. Fontelo. [doi]
- Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker OntologyYing Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed Ghalwash. [doi]
- The impact of emotions and values on medication errors: Analysis using a text mining approachAkiko Shibuya, Jimpei Misawa, Rie Ichikawa, Yukihiro Maeda, Izumi Ikeda, Teruyoshi Hishiki, Yoshiaki Kondo. [doi]
- Coordination and Interoperability of Dengue Health Information Systems that collect patient data in Perú during the 2017 epidemicJavier Silva Valencia. [doi]
- The Road to Easy and Accurate Data Collection for an International Surgical Outcomes RegistryNicholas Timkovich, Bunyamin Ozaydin. [doi]
- Enhanced Features in the SPECIALIST Lexicon - AntonymsChris J. Lu, Amanda Payne, James G. Mork. [doi]
- Granular HIE Data Provenance - Who did what to this patient?Eric C. Pan, Marie Swall, Nathan E. Botts, Nelson Hsing, Omar Bouhaddou, Jeffery E. Anderson. [doi]
- Finding Causal Mechanistic Drug-Drug Interactions from Observational DataSanjoy Dey, Ping Zhang 0016, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn. [doi]
- Experiences and Challenges in Manual Annotation of Functioning Information in Medical RecordsJonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Alex Marr, Julia Porcino, Maryanne Sacco, Ayah Zirikly, Leighton Chan, Elizabeth Rasch. [doi]
- Phenotyping Algorithms for Identification of ASCVD PatientsNakeya Dewaswala, Huzefa M. Bhopalwala, Alisha P. Chaudhry, Ronald A. Hankey, Rachit A. Kohli, Bruce Cameron, Christopher Scott, Jane L. Shellum, Rick Nishimura, Rajeev Chaudhry, Adelaide M. Arruda-Olson. [doi]
- Designing Android, iOS Apps for Mobile-Enhanced Prevention Support (MEPS) for Men who have Sex with Men (MSM) and Transgender Women (TW) Leaving Jail in South Los AngelesSukrit Mukherjee, Gabriel Edwards. [doi]
- Contextual Embeddings from Clinical Notes Improves Prediction of SepsisFatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati. [doi]
- Decision Making of Clinicians from Multiple Disciplines for Engaging Patients' Informal Caregivers to Help with Heart Failure Self-careHaleh Vatani. [doi]
- Revealing Intention In Health-related Peer Interactions: Implications For Optimizing Patient Engagement In Self-health ManagementTavleen Singh, Jing Wang, Sahiti Myneni. [doi]
- Nurses' Stress Level Associated with Multitasking Activity: Analysis of Hands-On Tasks and Communications from a Time and Motion StudyMikie D. Rachman, Cheng-You Tsai, Marcelo A. Lopetegui, Marilyn Schallom, Po-Yin Yen. [doi]
- Impact of comprehensive, language-concordant discharge instructions on rates of patient questions about discharge medications or instructionsElaine C. Khoong, Sachin Shah, Michelle Mourad, Raman Khanna. [doi]
- Which US Military Veterans Use Text Messaging to Receive Health-Related Information?Jamie Patrianakos, Bella Etingen, Bridget Smith, Stephanie L. Shimada, Rachel E. Wacks, Daniel J. Amante, Kathy Frisbee, Timothy P. Hogan. [doi]
- Development of an Application for Antibiotics Utilization AnalysisCai Wu. [doi]
- API Connectivity: Real-World Uses and Implementation Experiences in using APIs and Third-party Apps for Data Exchange and ResearchAnita Samarth, Kevin Chaney, Dave Levin, Adam White, Ricky Sahu. [doi]
- Development and Alpha Testing of Specifications for an Orthopedic Surgery Complications Electronic Clinical Quality Measure (eCQM)Patricia C. Dykes, Woong K. Kim, Taylor Christiansen, Alexandra C. Businger, Stuart R. Lipsitz, Avery Pullman, Ania Syrowatka, Michael Sainlaire, Tien Thai, David W. Bates. [doi]
- Dental Visits & Expenditures in Older Adults Utilizing In-Home HealthcareAdejare (Jay) Atanda, Paul Fontelo, Shadokht Boroumand, Darien Weatherspoon, Bruce A. Dye. [doi]
- High-throughput Phenotyping with EHR SequencesShawn N. Murphy, Hossein Estiri, Zachary H. Strasser, Kavishwar B. Wagholikar, Victor M. Castro. [doi]
- Easy Medication Reconciliation at Hospital Admission: The EzMedRec Decision Support SystemBrigitte Séroussi, Mourad B. Ghomari, Gilles Guézennec, Florence Federspiel, Isabelle Debrix, Jacques Bouaud. [doi]
- Severity of Diabetic Retinopathy in the IRIS RegistryHelene B. Fevrier. [doi]
- Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational ResearchRuiJun Chen, Martijn J. Schuemie, Marc A. Suchard, Anna Ostropolets, Linying Zhang, Patrick B. Ryan, George Hripcsak. [doi]
- Simulating Teamwork for Better Decision Making in Pediatric Emergency Medical ServicesMustafa Ozkaynak, Casey Dolen, Yeshai Dollin, Kathryn Kothari, Kathleen Adelgais. [doi]
- Electronic Measurement of a Clinical Quality Measure for Inpatient Hypoglycemic Events: A Multicenter Validation StudyCarlos A. Q. Santos, Craig Conover, Nadine Shehab, Andrew I. Geller, Yannis Guerra, Holly Kramer, Nicole M. Kosacz, Huiyuan Zhang, Daniel S. Budnitz, William E. Trick. [doi]
- Implementation of an online course for training health professionals in rural areas in the use of verbal autopsy: case study in PeruJavier Vargas-Herrera, Stefan Escobar, Leonardo Rojas Mezarina, C. Mahony Reátegui Rivera, Javier Silva Valencia, Héctor Espinoza-Herrera, Miguel G. Moscoso, Max Chahuara Rojas. [doi]
- A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating ScaleJohn M. Meddar, Aditya Ponnapalli, Rimsha Azhar, Meghan Reading Turchioe, Ruth Masterson Creber. [doi]
- Identifying Sample Size Characteristics in Randomized Controlled Trial PublicationsHalil Kilicoglu, Linh K. Hoang, Sahil Wadhwa. [doi]
- Identifying Rare Disease Studies by Natural Language ProcessingHuan He, Feichen Shen, Michael Lin, Hongfang Liu. [doi]
- Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare DiseasesLuchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang 0004. [doi]
- Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient SubgroupingLuke A. Carlson, Jennifer St. Sauver, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Molly M. Jeffery, Rozalina G. McCoy, Hongfang Liu, Yanshan Wang. [doi]
- Why is Chaplain Documentation not being used Across the Care Continuum?Hope G. Gray, Wayne H. Liang, Sue Feldman. [doi]
- Visual Analytics to Combat Selection Bias in Retrospective EHR Data AnalysesDavid Gotz, Jonathan Zhang, Smiti Kaul, Georgiy Bobashev, David Borland. [doi]
- A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users?Chenxi Gao, Jorge A. Rodriguez, Lipika Samal. [doi]
- The Food and Drug Administration (FDA) Center for Biologics Evaluation and Research (CBER) Biologics Effectiveness and Safety (BEST) Initiative: How Informatics Can Assist the Secondary Use of Electronic Health Records to Inform Regulatory DecisionsAzadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard. [doi]
- Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E)Theodore C. Feldman, Nathanael Fillmore, Sandy Chon, Shahin Assefnia, David Loose, Gisele Sarosy, Jennifer La, David Cheng, Frank Meng, Danielle Valley, Robert B. Hall, Paul Corcoran, Robert Zwolinski, Danne C. Elbers, Mary T. Brophy, Nhan V. Do. [doi]
- Personal Cognitive Health LibraryLingling Zhang, Ning An, Huitong Ding, Ning Xie, Chi Zhang, Gil Alterovitz. [doi]
- Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care ProcessesMorteza Noshad, Christian Rose, Robert Thombley, Jonathan Chiang, Conor K. Corbin, Minh Nguyen, Vincent X. Liu, Julia Adler-Milstein, Jonathan H. Chen. [doi]
- Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS TrialCourtney J. Diamond, Steven J. Atlas, Tin H. Dang, Jie Yang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Shoshana Hort, Anna Tosteson, Jennifer S. Haas, Adam Wright. [doi]
- Genomic Sequencing : Tracking, Ordering and Collaboration with GNomExArthur T. Maness, Erik Rasmussen, Aika Cho, John Hofer, Jared Luther, Mark Reynolds, Shirleen Hewitt, David Nix, Andrew Post. [doi]
- Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathologySeo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Rae Woong Park, Jin Roh. [doi]
- Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral TrialsKate Doyle, Kelly Boyd, Brian Furner, Seong Choi, Julissa Acevado, Stacy T. Lindau. [doi]
- Use of Electronic Health Record Technology in a National Sample of Hospitals that Provide Specialty Substance Use Disorder CareMorgan C. Shields, Grant A. Ritter, Constance M. Horgan, Alisa B. Busch. [doi]
- Extracting Patient Genetic Information from Unstructured Clinical NotesYiqing Zhao, Hanzhong Yu, Luke A. Carlson, Feichen Shen, Sunyang Fu, Hongfang Liu, Chen Wang. [doi]
- A User-Centered Real-World Evidence Clinical Decision Support: A multidisciplinary experience use caseJohn A. Weissert, Tracy Downs, Kourosh Ravvaz. [doi]
- Preliminary Evaluation of Phenotypic Features from Inpatient Clinical InteractionsStephen Heisig. [doi]
- Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospitalRacha Dabliz, Angus Ritchie, Jonathan Penm, Rosemary Burke, Simon K. Poon. [doi]
- Feature Importance Determination of a Diabetes Risk Classification ModelAdetomiwa O. Oguntuga, Jordan Overcash, Gaurika Tyagi, Nam Nguyen. [doi]
- Demystify challenges in adopting healthcare analytics solutionsFang Lu, Italo Buleje, Piyush Madan, Shilpa Mahatma. [doi]
- Development and Alpha Testing of Specifications for a Prolonged Opioid Prescribing Electronic Clinical Quality Measure (eCQM)Avery Pullman, Ania Syrowatka, Alexandra C. Businger, Michael Sainlaire, Stuart R. Lipsitz, Tien Thai, Woongki Kim, David W. Bates, Patricia C. Dykes. [doi]
- Integrating Social Media data with Electronic Health Records to better Understand Opioid Use DisorderSamah J. Fodeh, Huan Li, Khaled Jarad, Mengran Zhang, Stephen Holt. [doi]
- Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning ModelHeming Zhang, Jiarui Feng, Amanda Zeng, Philip R. O. Payne, Fuhai Li. [doi]
- Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement LearningLei Zuo, Xin Du, Wei Zhao, Chao Jiang, Shijun Xia, Liu He, Rong Liu, Ribo Tang, Rong Bai, Jianzeng Dong, Xingzhi Sun, Gang Hu, Guotong Xie, Changsheng Ma. [doi]
- Bias in the Reuse and Analysis of Electronic Health Record DataNicole Gray Weiskopf, Melody L. Greer, Karthik Natarajan, Caroline A. Thompson, Harold P. Lehmann. [doi]
- Nursing Data Representation in Health Data InteroperabilityLuAnn Whittenburg, Virginia K. Saba. [doi]
- FHIRing Up Federal Research Data Infrastructure: Implementations and Opportunities for Patient-Centered Outcomes ResearchAldren Gonzales, Scott R. Smith. [doi]
- An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA NephropathyYingxue Li, Tingyu Chen, Tiange Chen, Xiang Li, Caihong Zeng, Zhihong Liu, Guotong Xie. [doi]
- A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney CancerIrbaz Bin Riaz, Huan He, Yiqing Zhao, Rabbia Siddiqi, Vitaly Herasevich, Per Olav Vandvik, Victor Montori, Allan Bryce, Mohammad Hassan Murad, Hongfang Liu. [doi]
- Towards motor evaluation of Parkinson's Disease Patients using wearable inertial sensorsVibha Anand, Erhan Bilal, Bryan Ho. [doi]
- Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology ReportsManan Shah, Derek Shu, Surya Prasath, Yizhao Ni, Andrew Schapiro, Kevin R. Dufendach. [doi]
- Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary ResultsShawn Y. Ong, Vimig Socrates, Bidisha Nath, Christine A. Sinsky, Edward R. Melnick. [doi]
- Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care PlanningSean P. Mikles, Ashley C. Griffin, Arlene E. Chung. [doi]
- Insights into the Value of Clinical Notes from Measuring Writing and Viewing PatternsJen J. Gong, Robert Thombley, Julia Adler-Milstein. [doi]
- Creating a Myxoma Virus Knowledgebase Annotated with BioBERT, a Pre-trained Biomedical Language Processing Model for Biomedical Text-mining, to Characterize Genomic Variation of Virus StrainsYu-Chih Hsiao, Pieter Derdeyn, Chris Yoo. [doi]
- A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020)Patrick R. Alba, Olga V. Patterson, Mike Conway. [doi]
- Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal IdeationMarika M. Cusick, Prakash Adekkanattu, Thomas R. Campion, Evan Sholle, Annie C. Myers, George Alexopoulos, Jyotishman Pathak. [doi]
- MortalityMinder: A Web Tool for Visualizing and Investigating Social Determinants of Premature Mortality in the United StatesKristin P. Bennett, Lilian M. Ngweta, Karan Bhanot, John S. Erickson. [doi]
- Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and InterpretationMani Sotoodeh, Zelalem Gero, Wenhui Zhang, Roy L. Simpson, Vicki Hertzberg, Joyce C. Ho. [doi]
- National Informatics Infrastructure Responding to the COVID-19 PandemicDouglas MacFadden, Shawn N. Murphy, Griffin M. Weber, Anupama Maram. [doi]
- Designing a window into the "black box": User-centered design for improving interpretability of predictive modelsMeghan Reading Turchioe, Natalie C. Benda, Lisa Grossman Liu, Fei Wang, Kristen E. Miller. [doi]
- Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care EventsKyle J. Thompson, Michael Johnson, Danelle Higgins, Poonam Sharma, Brittany L. Anderson-Montoya. [doi]
- A Systems Engineering Approach to an Artificial Intelligence Reality within healthcare: From Hype to ValueOlga Strachna, Onur Asan. [doi]
- Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza VaccineEvan W. Orenstein, Juan D. Chaparro, Emily C. Webber, Naveen Muthu. [doi]
- Development and Evaluation of the Data Quality Toolkit: Toward Collaborative Improvement of Data Quality in Healthcare OrganizationsAbir Rahman, Forhan B. Emdad, Günes Koru. [doi]
- Understanding the rhythm of quality improvement: assessing the impact of intervention tempo in community primary care practicesJiancheng Ye, Renwen Zhang, Jennifer Bannon, Ann A. Wang, Theresa L. Walunas, Abel N. Kho, Nicholas Soulakis. [doi]
- Development & Validation of Radiology Common Data Model (R-CDM): a standardization of metadata in medical imagesChul Hyoung Park. [doi]
- Prediction of Chronic Wound Care Decisions Using Machine LearningHaadi Mombini, Emmanuel Agu, Diane M. Strong, Holly Nguyen, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn, Bengisu Tulu. [doi]
- EffiCare: Better Prognostic Models via Resource-Efficient Health EmbeddingsNils Rethmeier, Necip Oguz Serbetci, Sebastian Möller 0001, Roland A. Roller. [doi]
- A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic TypesPaul M. Heider, Youngjun Kim, Stéphane M. Meystre. [doi]
- Software Development, Gamification and Usability: Improving the User Experience on an Educational Gaming AppAlfredo L. Guzman, Bunyamin Ozaydin, James H. Willig. [doi]
- More than a Database: Understanding Community Resource Referrals within a Socio-Technical Systems FrameworkBradley E. Iott, Cassandra Eddy, Cristian Casanova, Tiffany C. Veinot. [doi]
- Using Social Media as a Clinical Decision Support Tool During the Uncertainty of Covid-19Lindsey A. Knake, Tiffany Borbon, Sneha Iyer, Andrew Park, David Janssen, Jessica McIntyre, Kathleen Schroeder. [doi]
- A semantic database for integrated management of image and dosimetric data in low radiation dose research in medical imagingBernard Gibaud, Marine Brenet, Guillaume Pasquier, Alex Vergara Gil, Manuel Bardies, John Stratakis, John Damilakis, Nicolas van Dooren, Joël Spaltenstein, Osman Ratib. [doi]
- Automated Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine LearningSamir Gupta, Anas Belouali, Neil J. Shah, Michael Atkins, Subha Madhavan. [doi]
- Timely and Efficient AI Insights on EHR: System DesignParthasarathy Suryanarayanan, Edward A. Epstein, Abhishek Malvankar, Burn L. Lewis, Lou Degenaro, Jennifer J. Liang, Ching-Huei Tsou, Divya R. Pathak. [doi]
- Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curationLinh K. Hoang, Richard D. Boyce, Nigel Bosch, Britney Stottlemyer, Mathias Brochhausen, Jodi Schneider. [doi]
- Deep Learning to Detect Allergy Events from Hospital Safety ReportsJie Yang, Liqin Wang, Neelam A. Phadke, Paige G. Wickner, Christian M. Mancini, Kimberly G. Blumenthal, Li Zhou. [doi]
- A Platform for Regulatory-Grade Evidence Generation from Routine Electronic Health Record Data CaptureClaire A. Margolis, Chhaya Shadra, Alex Koshta, Cuau Leyva, Neha Seth, Solmaz Bagherpour, Rakesh Puthalath, Helene Fevrier, Amanda Lien, Rishabh Jain, Hariesh Rajasekar, Theodore Leng, Matthew Roe. [doi]
- Caregiver Access of Online Medical Records: Implications for Policy, Practice, and Patient Portal DesignBradley E. Iott, Minakshi Raj, Jodyn Platt, Denise L. Anthony. [doi]
- Time-motion examination of electronic health record utilization and clinician workflows indicate frequent task switching and documentation burdenAmanda J. Moy, Jessica M. Schwartz, Jonathan Elias, Seemab Imran, Eugene Lucas, Kenrick Cato, Sarah Collins Rossetti. [doi]
- Sequential Analysis of Handoffs Using Mixed MethodsKatherine Blondon, Pejmon Noghrehchi, Brian Hilligoss, Mustafa Ozkaynak. [doi]
- A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note TypesJunjie Wang, Shun Yu, Anahita Davoudi, Danielle L. Mowery. [doi]
- Informatics for Integrating Biology and the Bedside (i2b2) in 2020: Supporting Large Ontologies and REDcap SurveysJeffrey G. Klann, Michael Mendis, Diane Keogh, Shawn N. Murphy. [doi]
- Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care settingDavid J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak. [doi]
- Single Cell RNA Sequencing Reveals Pan-Brain Metastasis Immune LandscapeJing Su, Qianqian Song, Stacey O'Neill, Jimmy Ruiz, Michael Chan, Michael Soike. [doi]
- Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran PopulationGeneva Wilson, Bella Etingen, Bridget Smith, Lishan Cao, Stephanie L. Shimada, Felicia R. Bixler, Dawn Irvin, Angela Patterson, Kathy Frisbee, Timothy P. Hogan. [doi]
- Early Experiences of the Cancer Moonshot's IMPACT Consortium in Implementing Patient Reported Outcomes for Cancer Symptom ManagementJoshua E. Richardson, Ashley W. Smith, Andrea L. Cheville, Michael Bass, Michael J. Hassett. [doi]
- Improving the Utility of Tobacco-Related Problem List Entries Using Natural Language ProcessingDaniel R. Harris, Darren W. Henderson, Alexandria Corbeau. [doi]
- Documentation of Social Determinants of Health in Healthcare Organizations in Perú: A field study to inform the development of a FHIR appJavier Silva Valencia, Stefan Escobar, Benjamin Viernes, Michael T. Watkins, Leonardo Rojas Mezarina, Viet Nguyen, Héctor Espinoza-Herrera, Damian A. Borbolla. [doi]
- Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized AdolescentsGargi Mukherjee, Caryn Robertson, Holly Gooding, Swaminathan Kandaswamy, Evan W. Orenstein. [doi]
- Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data MiningPatricia E. Alafaireet, Howard L. Houghton, Min Kim. [doi]
- Using Manual Labels to Enhance Natural Language Processing-Based Topic Discovery and Classification of Patient ConcernsAdam G. D'Souza, Zilong Zhang, Paul Fairie, Tara Walsh, Hude Quan, Quan Long, Maria Santana. [doi]
- Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and ImplementationYiye Zhang, Jonathan H. Chen, Adam Wright, Jessica S. Ancker, Marc Tobias. [doi]
- Can personalized mobile technology change lifestyle behavior? A systematic review and meta-analysisHuong Ly Tong, Kim Phuong Dao, Sandrine Chan Moi Fat, Holly Gehringer, Liliana Laranjo. [doi]
- A Novel Corpus With Detailed Annotations of Social Determinants of HealthKevin Lybarger, Elizabeth Chang, Kylie Kerker, Jolie Shen, Erica Qiao, Özlem Uzuner, Mari Ostendorf, Meliha Yetisgen. [doi]
- Extracting and Learning Fine-grained Labels from Chest RadiographsTanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, Ashutosh Jadhav, Orest B. Boyko. [doi]
- Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial StudyXu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu. [doi]
- Preliminary Qualitative and Quantitative Evaluation of DESIREE, a Decision Support Platform for the Management of Primary Breast Cancer PatientsSylvia Pelayo, Jacques Bouaud, Claudia Blancafort, Jean-Baptiste Lamy, Booma Devi Sekar, Nekane Larburu, Naiara Muro, Ander Urruticoechea, Jon Belloso, Guillermo Valderas, Sara Guardiola, Charlotte Ngo, Luis Teixeira, Gilles Guézennec, Brigitte Séroussi. [doi]
- Exploratory Analysis of Data Veracity Problem for Consumer Reported Adverse Drug Reaction Events on Social MediaXiajie Zhou, Tianchu Lyu, Jungmi Jun, Xiang Cui, Andrew Eidson, Chen Liang. [doi]
- Development of A Blockchain Framework for Virtual Clinical TrialsYan Zhuang, Lincoln Sheets, Xiyuan Gao, Yuanyuan Shen, Zonyin Shae, Jeffrey J. P. Tsai, Chi-Ren Shyu. [doi]
- Machine learning for the discovery of physician reasoning in textDmitriy Boyuk, Malcom Charles, Joseph Polifroni, Kristen Biskobing. [doi]
- Technology Adoption and Coping with Pain: Descriptive Factors of Pain and Technology Use among VeteransNicholas McMahon, Derek Bolivar, Bella Etingen, Bridget Smith, Jamie Patrianakos, Lishan Cao, Kathleen L. Frisbee, Timothy P. Hogan. [doi]
- Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design ConsiderationsYue You, Xinning Gui. [doi]
- AllergyMap: An Open Source Corpus of Allergy Mention NormalizationsAmy Y. Wang, John D. Osborne, Maria I. Danila, andrew Naidech, David M. Liebovitz. [doi]
- A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United StatesSameh N. Saleh, Richard J. Medford. [doi]
- Diffusion of a Health Information Exchange Tool Across an Academic Medical CenterJordan Everson, Neil Askew, Allison B. McCoy. [doi]
- Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings DetectionAshutosh Jadhav, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood. [doi]
- Turning Data into Information: Evaluation of SOLORMelissa P. Resnick, Steven H. Brown, Keith E. Campbell, Diane Montella, Frank LeHouillier, Peter L. Elkin. [doi]
- Validation of Axial Spondyloarthritis Identifying methods in US VeteransShaobo Pei, Gopi Penmetsa, Brian Sauer, Jessica Walsh. [doi]
- An Operational Performance-Improvement Tool to Enable Value-based HealthcareAnita M. Preininger, Bedda L. Rosario, Nawshin Kutub, Karlis Draulis, Stacey Duke, Wesley Rikkers, Gretchen P. Jackson. [doi]
- End user information needs for a SMART on FHIR-based automated transfer form to support the care of nursing home patients during emergency department visitsJoshua R. Vest, Mark A. Unruh, Katy Ellis Hilts, Lindsey Sanner, Joshua Jones, Shahid Khokhar, Hye-Young Jung 0002. [doi]
- Preliminary Work on Estimated Mortality, Quality of Life, and Cost-Effectiveness of Hormonal and Surgical Treatments for Transgender Persons in the United StatesClair A. Kronk, Judith W. Dexheimer, Mark H. Eckman. [doi]
- Evaluation of the Observational Medical Outcomes Partnership Common Data Model as a Query Data Model for the Arden SyntaxRobert A. Jenders. [doi]
- Building on Success: Standards-Based Decision Support in Commercial EHRsKensaku Kawamoto, Bryn Rhodes, Eugenia R. McPeek Hinz, Jana Malinowski, David Hurwitz. [doi]
- Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard TerminologiesAmanda Steffon, Pamela Banning, Precious Faith H. Porter. [doi]
- Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine LearningWilliam Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton. [doi]
- User-Centered Design of a Machine Learning Intervention for Suicide Risk Prediction in a Military SettingCarrie Reale, Laurie L. Novak, Katelyn Robinson, Christopher L. Simpson, Jessica D. Ribeiro, Joseph C. Franklin, Michael Ripperger, Colin Walsh. [doi]
- Informatics Patient Safety Boot Camp for Health Professional Career DevelopmentAaron S. Dietz, Stephen Kulju, Sonya Gonzalez, Tandi Bagian, Jean Scott. [doi]
- Assessment of a Portfolio for Building Data Capacity for Patient-Centered Outcomes ResearchRina V. Dhopeshwarkar, Krysta Heaney-Huls, Lauren Hovey, Prashila Dullabh. [doi]
- Catching Hidden Acute Events in Structured Diabetes Diagnosis DescriptionsFranck Diaz-Garelli, Kristin M. Lenoir, Brian Wells. [doi]
- Privacy-Preserving Methods for Vertically Partitioned Incomplete DataYi Deng, Xiaoqian Jiang, Qi Long. [doi]
- Building a Graph Representation of LOINC® to Facilitate its Alignment to French TerminologiesJean Noël Nikiema, Fleur Mougin, Vianney Jouhet. [doi]
- Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look ProgramAllison B. McCoy, Karmen S. Williams, Wendy Chapman, Victoria Tiase, Sripriya Rajamani, Yalini Senathirajah, Kim M. Unertl, Theresa L. Jones, Courtney L. Hebert, Kelly Evans, Tiffani J. Bright. [doi]
- Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven ApproachJie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak. [doi]
- Recruiting older adult participants through crowdsourcing platforms: Mechanical Turk versus Prolific AcademicAnne M. Turner, Thomas Engelsma, Jean O. Taylor, Rashmi K. Sharma, George Demiris. [doi]
- Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality LanguagePascal S. Brandt, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Evan Sholle, Faraz S. Ahmad, Jie Xu, Zhenxing Xu, Jessica S. Ancker, Fei Wang, Yuan Luo, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen. [doi]
- Towards a Food Allergy Data CommonsMark Wlodarski, Shruti Sehgal, Ruchi Gupta, Lucy Bilaver, Justin Starren, Firas H. Wehbe, Nicholas D. Soulakis. [doi]
- Enhancing patient's experience and workflow efficiency of blood taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPCCarrie Ka Yan Chung, Ian Cheung, L. H. Chan, Vicky Fung, Veronica Hung, Olivia Leung, Dick Lam. [doi]
- Analyzing Description, User Understanding and Expectations of AI in Mobile Health ApplicationsZhaoyuan Su, Mayara Costa Figueiredo, Jueun Jo, Kai Zheng 0002, Yunan Chen. [doi]
- Selection of Clinical Text Features for Classifying Suicide AttemptsRyan S. Buckland, Joseph W. Hogan, Elizabeth S. Chen. [doi]
- Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision SupportHung-Jui Tan, Allison Deal, Antonia Bennett, Susan Blalock, Arlene E. Chung, David Gotz, Matthew E. Nielsen, Dan Reuland, Alex Sox-Harris, Ethan M. Basch. [doi]
- Automated Revision of Medical Ontologies with Graph Neural Network Transfer LearningHerman Galioulline, Andrea Giovannini. [doi]
- Towards a Consumer Centered Foster Care Information ExchangeAkanksha Singh, Amanda Stafford McRell, Benjamin Schooley, Kristen Seay, Neset Hikmet. [doi]
- Estimating the Prevalence of Autoimmune DiseasesJoshua M. Landman, Randi E. Foraker. [doi]
- Identification of Patients with HIV from Electronic Health RecordsSarah B. May, Thomas P. Giordano, Assaf Gottlieb. [doi]
- Catch Me if You Can: Acute Events Hidden in Structured Chronic Disease Diagnosis Descriptions Show Detectable Recording Patterns in EHRFranck Diaz-Garelli, Kristin M. Lenoir, Brian Wells. [doi]
- Detecting National Institutes of Health's funding interests and trends using Machine LearningJuan Zhao 0003, Yu Wang, QiPing Feng, Wei-Qi Wei. [doi]
- Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics SupportMichael E. Matheny, Stephen L. Luther, William T. Roddy, Cynthia Brandt, Joseph J. Erdos. [doi]
- When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information TechnologyAviv Shachak, Francine Buchanan. [doi]
- A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid LeukemiaGiovanna Nicora, Riccardo Bellazzi. [doi]
- A Clinically Practical and Interpretable Deep Model for ICU Mortality Prediction with External ValidationYanni Kang, Xiaoyu Jia, Yiying Hu, Jianying Guo, Xiang Li 0013, Guo Tong Xie, Kaifei Wang. [doi]
- Design and Implementation of a Social Determinants Framework for Linkage to the Electronic Health Record (EHR)Ursula A. Rogers, Shelley A. Rusincovitch, Lawrence Greenblatt. [doi]
- Deep Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data ModelAnusha Bompelli, Jianfu Li, Yiqi Xu, Nan Wang, Yanshan Wang, Terrence J. Adam, Zhe He, Rui Zhang 0028. [doi]
- Bringing Cultural Competency to the EHR: Lessons Learned Providing Respectful, Quality Care to the LGBTQ CommunityAliasgar Z. Chittalia, Heather L. Marney, Spencer Tavares, Leyla B. Warsame, Arthur W. Breese, Dawn L. Fisher, Michael E. Stoppie, D. Coen, Kim Zikowski, Andrea W. Shapiro, David K. Vawdrey. [doi]
- Estimating Time Demand for Physicians in a Direct Primary Care SettingYoonyoung Park, Issa Sylla, Sasha Ballen, Amar K. Das. [doi]
- Interdisciplinary Collaboration to Create Data -Discovery Informatic Tools for Researchers in Precision Public HealthNancy Schaefer, Sarah L. Meyer. [doi]
- Data Sharing does not Equal Knowledge Sharing: Applying a Work Systems Perspective to Improve Communication of Health DataNatalie C. Benda, Meghan Reading Turchioe, Ruth Masterson Creber, Marianne Sharko, Jessica S. Ancker. [doi]
- Inferring ADR causality by predicting the Naranjo Score from Clinical NotesBhanu Pratap Singh Rawat, Abhyuday Jagannatha, Feifan Liu, Hong Yu 0001. [doi]
- Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital PhenotypingMarehan Waly, Teresa Helsten, Nhan Vuong, Amanda Gooding, William Frederick, Alex Leow, Jejo D. Koola. [doi]
- Can A Robot Encourage Physical Exercise for Older Adults? A Pilot Robot-Mediated Tai Chi Exercise StudyZhi Zheng 0002, Mayesha Sahir Mim, Hyunkyoung Oh, Yura Lee, Wonchan Choi. [doi]
- Developing a Data Model for Patient Secure Messages Leveraging FHIRAmrita De, Ming Huang, Tinghao Feng, Xiaomeng Yue, Lixia Yao. [doi]
- Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learningYing Xu, André Leier, Tatiana T. Marquez-Lago, Jue Xie, Antonio Jimeno-Yepes, James C. Whisstock, Campbell Wilson, Jiangning Song. [doi]
- Patient choice of telemedicine increases timeliness of primary care visitsIlana Graetz, Jie Huang 0013, Emilie Muelly, Anjali Gopalan, Mary E. Reed. [doi]
- Exploring the Role of Virtual Presence in Patient's Engagement with mHealthPolina Durneva, Cynthia LeRouge. [doi]
- Handoff Workflows in Remote Management of Oncology PatientsAmandeep K. Dhami, Yeneat O. Chiu, Margarita Rozenshteyn, Melissa Zablocki, Abigail Baldwin, Robert Daly, Ashley Housen, Kimberly Chow, Donya Sadi, Tara Lauria, Maryanne Canavan, Jessie Holland, Greg Jordan, Eugenia Kim, Keri Martin, Daniel Stein, Gilad J. Kuperman. [doi]
- Review of Existing mHealth Apps for Self-Management of Inflammatory Bowel Disease using the Mobile Application Rating ScaleLinda Y. Chen, Afroza Sultana, Yi Hang Ian Yen, Meghan Reading Turchioe, Ruth Masterson Creber. [doi]
- Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big dataYuuki Nounin, Yoshito Zamami, Takahiro Niimura, Mitsuhiro Goda, Masayuki Chuma, Yuki Izawa-Ishizawa, Keisuke Ishizawa. [doi]
- Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health RecordsSilvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland. [doi]
- Knowledge Extraction of Cohort Characteristics in Research PublicationsJay D. S. Franklin, Shruthi Chari, Morgan Foreman, Oshani Seneviratne, Daniel M. Gruen, James P. McCusker, Amar K. Das, Deborah L. McGuinness. [doi]
- Informing colorectal cancer screening in northern Canada using participatory simulation modelingHeather Smith, Jean Yong, Kami Kandola, Robin Boushey, Craig E. Kuziemsky. [doi]
- Common vocabulary as a basis for immunization tracking guidelinesDavid Lyalin, Cindy Scullion. [doi]
- Engage Family Caregivers in Managing Patients' Pain: A Web App ApproachNai-Ching Chi, Lynn Nakad, Ying-Kai Fu, Ibrahim Demir, Stephanie Gilbertson-White, Keela Herr, George Demiris, Debra Parker Oliver, Yuya Hagiwara. [doi]
- Breaking Up is Hard to Do; Divorcing Pagers from the Clinical EcosystemBryan C. McConomy, Eric Puster, Justin Morea. [doi]
- Web-Based Patient Portal Use and Medication Overlap from VA and Private-Sector Pharmacies among Older VeteransBridget M. Smith, Kim M. Nazi, Timothy P. Hogan, Bonnie J. Wakefield, Rachael N. Martinez, Bella Etingen, Stephanie L. Shimada, Katie Suda, Kevin T. Stroupe. [doi]
- Identification of Common Data Elements from Pivotal FDA TrialsCraig S. Mayer, Nick Williams, Vojtech Huser. [doi]
- Multi-view Gradient Boosting Tree for Acute Kidney Injury Prediction and Modifiable Risk Factor IdentificationXing Song, Lav P. Patel, Lemuel R. Waitman, Mei Liu. [doi]
- Evaluating Commercially Available Mobile Apps for Depression Self-ManagementAnnie C. Myers, Lewis Chesebrough, Ruixuan Hu, Meghan Reading Turchioe, Jyotishman Pathak, Ruth Masterson Creber. [doi]
- Modeling Disease Progression Trajectories from Longitudinal Observational DataBum chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand. [doi]
- Developing a digital user-centered community resource mapping tool for safety-net patients in San FranciscoAnupama G. Cemballi, Kim Hanh Nguyen, Jose Miramontes, Jessica Fields, Anjali Gopalan, Tessa Cruz, Aekta Shah, Antwi Akom, William Brown, Urmimala Sarkar, Courtney R. Lyles. [doi]
- Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric PneumoniaJoshua C. Smith, Ashley Spann, Allison B. McCoy, Jakobi A. Johnson, Donald H. Arnold, Derek J. Williams, Asli Weitkamp. [doi]
- Leveraging Single-cell Data through Graph-based Artificial IntelligenceQianqian Song, Umit Topaloglu, Jing Su, Wei Zhang. [doi]
- Implementation of the HL7 FHIR Questionnaire Resource for REDCapStephany Duda, Mark McEver, Douglas Conway, Teresa Zayas-Cabán, Paul A. Harris. [doi]
- A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-AnsweringMohamed Y. Elwazir, Andrew Wen, Sungrim Moon, Jungwei Fan. [doi]
- Bots and other bad actors: Fraudulent responses following social media research recruitmentRachel A. Pozzar, Marilyn Hammer, Meghan Underhill-Blazey, Alexi Wright, James Tulsky, Fangxin Hong, Donna L. Berry. [doi]
- Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System UtilizationChristopher J. Hoekstra, Nathan Deickmann, Joan S. Ash, Niki Steckler, Paul N. Gorman. [doi]
- What Do Patients and Caregivers Want? A Systematic Review of User Suggestions to Improve Patient PortalsTera L. Reynolds, Nida Ali, Kai Zheng 0002. [doi]
- A lexical-based approach for exhaustive detection of missing hierarchical IS-A relations in SNOMED CTFengbo Zheng, Jay Shi, Licong Cui. [doi]
- Pilot Results from the Ambulatory Flight Simulator Tool: Lessons LearnedZoe Co, David C. Classen, Barbara Abeling, Karen Zimmer, Diane L. Seger, Jessica Cole, David W. Bates. [doi]
- Adversarially-Learned Balancing Weights for Causal InferenceAmelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte. [doi]
- A Dashboard to Automatically Translate SHAP Explanations to Clinicians for Mortality PredictionLorenzo A. Rossi, Finly Zachariah. [doi]
- Cloud-Native Language-Based Analysis for Neurodegenerative AssessmentSundar Saranathan, Piyush Madan, Carla Agurto, Elif Eyigöz, Lauren Mitchell, Shilpa Mahatma, Guillermo A. Cecchi. [doi]
- Concordance with Oncology Clinical Decision Support and Clinical Outcomes in Breast and Colorectal Cancer PatientsSuthida Suwanvecho, Harit Suwanrusme, Tanawat Jirakulaporn, Palita Lungchukiet, Nimit Taechakraichana, Nittaya Thanakarn, Wimolrat Decha, Wisanu Boonpakdee, Pattanawadee Wongrattananon, Anita M. Preininger, Suwei Wang, Metasebya Solomon, Rezzan Hekmat, Jaime Esquivel, Irene Dankwa-Mullan, Vimla L. Patel, Edward H. Shortliffe, Yull E. Arriaga, Gretchen P. Jackson, Narongsak Kiatikajornthada. [doi]
- The Potential in Computerized Process for Dysphagia Rehabilitation after Cerebrovascular DiseasesShogo Kato, Satoko Tsuru, Makoto Ide, Akira Shindo, Naohisa Yahagi, Shu Yamada. [doi]
- Postoperative Mortality Prediction with and Without the Use of Intraoperative FeaturesMohamed Abdelhack, Christopher R. King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan. [doi]
- NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort StudiesSatya S. Sahoo, Arthur L. Gershon, Nassim Shafiabadi, Kaushik Ghosh, Curtis Tatsuoka, Samden D. Lhatoo, Guadalupe Fernandez-BacaVaca. [doi]
- A FHIR Based System for Implantable Bi-Directional Computer Interfaces: The Case Of Adaptive Deep Brain StimulationRoberto Prandin, Pierluigi D'Antrassi, Marco Prenassi, Mattia Arlotti, Sara R. Marceglia. [doi]
- Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis PatientsMingyu Lu, Zachary Shahn, Daby Sow, Finale Doshi-Velez, Li-Wei H. Lehman. [doi]
- HistoriView: An Interactive and Scalable Visual Exploratory Plugin for Longitudinal Patient Data ReviewHeekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Nich Wattanasin, Shawn N. Murphy. [doi]
- A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related ConditionsErin M. Tallon, Mark Clements, Danlu Liu, Katrina Boles, Chi-Ren Shyu. [doi]
- The Mizzou Way of Research Data Broker Operations and GovernanceVasanthi Mandhadi, Abu S. Mosa. [doi]
- Removing barriers to clinical text processing with MedSpaCyHannah Eyre, Olga V. Patterson, Jianlin Shi, Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall. [doi]
- Disparities in Clinical Informatics Specialization Among Surgical DisciplinesJason C. Fisher, Jonathan S. Austrian, Jordan Swartz, Richard McGowan. [doi]
- Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical researchBhargav Adagarla, Maryam Y. Garza, Karan R. Kumar, Umit Topaloglu, Anita Walden, Kanecia Zimmerman, Meredith Zozus, Eric L. Eisenstein. [doi]
- BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLabYonghao Jin, Fei Li, Hong Yu. [doi]
- The relationship between task-technology fit and nurses' performance in the EHRDante A. Tolentino, Kathleen Insel, Sheila M. Gephart. [doi]
- Evidence-based Work-Life Balance Needs and Suggested Solutions from Career Lifecycle, Gender and Ethnicity, and Managerial PerspectivesDonghua Tao, Duo (Helen) Wei, Margarita Sordo. [doi]
- Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFASMary Regina Boland, Lena Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore. [doi]
- How to Build a Virtual Clinic in Three Days: Rapid Scaling of a Video Visit Urgent Care Program for COVID-19 ResponseMatthew Sakumoto, Omid Boozarpour, Emma McCune, Paul Nadler, Elisabeth Askin. [doi]
- SpiNet - A FrameNet-like Schema for Automatic Information Extraction about Spine from Scientific PapersVanessa C. Ferreira, Vládia C. Pinheiro. [doi]
- A Review of Telehealth for Identification and Treatment of Rare DiseasesSaira N. Haque. [doi]
- Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and AnalysisRohith Mohan, Phillip Ho, Lila Dalton, Francis Chan, H. Bryant Nguyen. [doi]
- Differentiating Decision Support Needs of Novice and Expert NursesKaren Dunn Lopez, Eve Martinez Soto, Janet Stifter, Meghan Kennedy, Andrew E. Johnson, Gail M. Keenan. [doi]
- Deciphering Serous Ovarian Carcinoma Histopathology and Platinum Response by Convolutional Neural NetworksKun-Hsing Yu, Vincent Hu, Feiran Wang, Ursula Matulonis, George Mutter, Jeffrey Golden, Isaac S. Kohane. [doi]
- New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in ContextPei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nøhr, Vimla L. Patel, Xinxin Zhu. [doi]
- Curating Annotated Corpora for Functioning InformationRafael Jiménez Silva, Chunxiao Zhou, Bart Desmet, Ayah Zirikly, Alex Marr, Maryanne Sacco, Pei-Shu Ho, Jonathan Camacho Maldonado, Julia Porcino, Guy Divita, Elizabeth Rasch. [doi]
- More than Meets the EHR: Uncovering Breast Cancer Diagnoses from Records of Medications and Surgical ProceduresBryan R. Farrow, Julia O'Rourke. [doi]
- Personal Informatics Interventions to Alleviate Emotional Symptoms in People with Advanced Cancer: A Meta-AnalysisStephanie Gilbertson-White, Vijayvardhan Kamalumpundi, seyedehtanaz Saeidzadeh, Nai-Ching Chi, Rajeshwari Nair. [doi]
- Task-Specific Ontology Generation for NLP-Based Phenotype ExtractionAnastasia Navitski, Piyush Goyal, Salma Ahsanuddin, Manik Uppal, Simon Mantha, Serena Zheng, Erel Joffe. [doi]
- Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline RecommendationsJeremy J. Michel, Pegah Maleki, Janine Young, Katherine Yun. [doi]
- Accelerating Development of Learning Healthcare Systems via Distantly Supervised Knowledge DiscoveryAndrew Wen, Sunyang Fu, Feichen Shen, Hongfang Liu. [doi]
- Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research SettingAlex M. Butler, Junghwan Lee, Yat S. So, Linda Busacca, Karen Marder, Henry N. Ginsberg, Dianne Frederick, Ismael Castaneda, Elizabeth Guerrido, Chunhua Weng. [doi]
- Potential Role of Clinical Trial Eligibility Criteria in Electronic PhenotypingHao Liu, Chi Yuan, Alex M. Butler, Yingcheng Sun, Chunhua Weng. [doi]
- Capturing Clinician Reasoning in Electronic Health Records: An Exploratory Study of Under-Treated Essential HypertensionJames J. Cimino, Heather D. Martin, Tiago K. Colicchio. [doi]
- Sustained Clinician Engagement with mobile ECDS (mECDS) Tools Disseminated Through a National QI CollaborativeEllen K. Kerns, Sarah D. Fouquet, Russell J. McCulloh. [doi]
- Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and ChallengesWilliam R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr. [doi]
- DenseCNN: A Densely Connected CNN Model for Alzheimer's Disease Classification Based on Hippocampus MRI DataQinyong Wang, Chunlei Zheng, Rong Xu. [doi]
- The Open Health Natural Language Processing CollaboratoryHongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu 0001. [doi]
- Innovative Tech Solutions Making Data More Accessible for Patient-Centered ResearchChun-Ju (Janey) Hsiao, Danica Marinac-Dabic, Shin Kim, Angela Dobes, Susan Lumsden. [doi]
- Social Media, LGBT, and Health: LGB vs Transgender IndividualsAmir Karami, Frank Webb. [doi]
- DxTree: a visual analytics tool for hierarchical representation of disease cohort counts for clinical trialsMingwei Zhang, Zongzhi Liu, Meng Ma, Kyeryoung Lee, Yun Mai, Scott Jones, Chris Gilman, Ying Ru, Matthew Deitz, Yunrou Gong, Xiang Zhou, Krish Ghosh, Rong Chen, Eric Schadt, Xiaoyan Wang. [doi]
- Algorithmic Bias in Healthcare: Using a Non-cost Clinical Predicted Outcome to Overcome Racial Bias in Population Health ProgramsNaveen Raja, Colin S. Beam. [doi]
- Sensitivity Analysis of Input Variables of Shock Detection ModelYuliya Pinevich, Adam Amos-Binks, Christie S. Burris, Gregory Rule, Brian W. Pickering, Christopher Nemeth, Vitaly Herasevich. [doi]
- Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and OpportunitiesTina Hernandez-Boussard, Juan Antonio Lossio Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes. [doi]
- Use of Online Patient Portals Among US Military Veterans with Mental Health DiagnosesBella Etingen, Timothy P. Hogan, Rachael N. Martinez, Stephanie L. Shimada, Kevin T. Stroupe, Kim M. Nazi, Samantha L. Connolly, Jessica M. Lipschitz, Frances M. Weaver, Bridget Smith. [doi]
- Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypesYingxuan Eng, Xiaohui Yao, Kefei Liu 0001, Shannon L. Risacher, Andrew J. Saykin, Qi Long, Yize Zhao, Li Shen 0001. [doi]
- Developing and Evaluating Pain Pictograms to Facilitate Patient-Provider Communication in Primary Care SettingsMaichou Lor, Mai Joua Yang, Adriana Arcia. [doi]
- Heterogeneity among Low-Income Clients with Nutrition Problems Receiving Public Health Nurse Home Visiting Services: An Intervention Effectiveness Latent Class Analysis Study of Omaha System DataJiwoo Lee, Robin Austin, Michelle A. Mathiason, Karen A. Monsen. [doi]
- Prevalence of Potential Multi-Drug Interactions in Ambulatory PatientsTara V. Anand, Brendan K. Wallace, Herbert Chase. [doi]
- The Impact of Model and Tokenization Method Selection on a Deep Learning Classifier on Medical TextJuan D. Irizarry-Cole, Stephen B. Johnson, Zane Dennis. [doi]
- Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding GapsBlake Anderson, Blaine Reeder. [doi]
- Sharing Clinical Documentation with Patients in Oncology SettingsGilad J. Kuperman, Andrew Wagner, Everett Weiss, Catherine DesRoches. [doi]
- Uses of Synthetic Data in HealthcareAldren Gonzales, Guruprabha Guruswamy, Scott R. Smith. [doi]
- Comparing Clinical Characteristics of Influenza and Common Coronavirus Infections using Electronic Health RecordsDadong Li, Michael Cantor. [doi]
- Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine UptakeMalaika Gallimore, Blaine Reeder. [doi]
- Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational DatabasesChao Pang, RuiJun Chen, Harry Reyes Nieva, Krishna Kalluri, Tony Sun, Xinzhuo Jiang, Victor Rodriguez, Patrick B. Ryan, Karthik Natarajan. [doi]
- Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open SurgeryMichael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung. [doi]
- Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-Related Communication During Clinic VisitsSamantha Stonbraker, Gabriella Flynn, Mina Halpern, Maureen George. [doi]
- Telemedicine's Impacts on Rural Population - A Patient Travel Time StudyRebecca Shyu, Timothy L. Haithcoat, Mirna Becevic. [doi]
- A Visual Analytics Tool for Understanding Provider NetworksIssa Sylla, Yoonyoung Park, Sasha Ballen, Amar K. Das. [doi]
- Learning Tasks of Pediatric Providers from Electronic Health Record Audit LogsBarrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen. [doi]
- Defining a Cohort of Patients with Multifocal Breast Cancer in Medical RecordsJulia A. O'Rourke, John E. Doole, Cindy Liu, Matvey B. Palchuk. [doi]
- Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and SubgroupsYi Guo 0005, Xing He 0001, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang 0015, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian 0001. [doi]
- EHR Conversion on the PreOp Care: A Pre-Post Workflow ComparisonLu Zheng, Benjamin J. Duncan, David R. Kaufman, Stephanie K. Furniss, Adela Grando, Karl Poterack, Richard Helmers, Bradley N. Doebbeling. [doi]
- Developing an ePRO Asthma App for Spanish-speaking Latino PatientsSofia Perez, Anuj K. Dalal, Jorge A. Rodriguez, Robert S. Rudin. [doi]
- Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity ScoreNatasha Baloch, Eduardo Oliveira. [doi]
- Innovation in Informatics to Improve the Clinical Care and Drug Accessibility of Rare Diseases in ChinaShuyang Zhang, Mengchun Gong, Weiguo Zhu, Peng Liu, Jian Guo, Haopeng Xu, Jiong Zhou. [doi]
- Development of National Nursing Informatics Competencies for the Veterans Health AdministrationRobert C. Campbell. [doi]
- Applying User-Centered Design in the Electronic Health Record (EHR) to Facilitate Patient-Centered Care in OncologyChelsea L. Michael, Haley Mittelstaedt, Yuxiao Chen, Anjali V. Desai, Gilad J. Kuperman. [doi]
- Automated Detection of Herpes Zoster via Deep LearningMrigendra M. Bastola, Craig Locatis, Paul A. Fontelo. [doi]
- Visualizing Cancer Status and Treatment Outcomes with PRISSMMZach Rachlin, Deborah Schrag, Eva Lepisto, John Philip. [doi]
- Leveraging Location Based Services for Analysis of Suicides in Rural CountiesBarry Sly-Delgado, Meysam Ghaffari, Aastha Gunjan, Cynthia Brandt, Joseph L. Goulet, Karen H. Wang, Ashok Srinivasan. [doi]
- Identification of Gout Flares in Chief Complaint Text Using Natural Language ProcessingJohn D. Osborne, James S. Booth, Tobias O'Leary, Amy Mudano, Giovanna Rosas, Phillip Foster, Kenneth Saag, Maria I. Danila. [doi]
- Implementation and Use of an Emergency Department Surge Management System: A Work System ApproachJennifer Jewer, Christopher Patey, Paul Norman. [doi]
- Electronic Health Record Phenotyping of Patients with Drug-Induced Renal InjuryZaid K. Yousif, Linda Awdishu, Mike Hogarth, Jejo D. Koola. [doi]
- Combining User Preferences and Health Needs in Personalized Food RecommendationYu Chen 0022, Ching-Hua Chen, Mohammed J. Zaki. [doi]
- Patient-Focused Web-Based Health Tool Facilitating Self-Identifiction and Self-Disclosure of Elder Mistreatment in the Emergency Department SettingFuad Abujarad, Esther Choo, Michael Pantalon, Karen Jubanyik, Dziura James, Chelsea Edwards, Gail D'Onofrio, Thomas Gill. [doi]
- How Do Veterans Access Their Online Patient Portal?Rebecca Kartje, Bella Etingen, Bridget Smith, Lincoln Clarke, Dawn Irwin, Felicia R. Bixler, Stephanie L. Shimada, Kathy Frisbee, Timothy P. Hogan. [doi]
- Unsupervised learning for systemic lupus erythematosus subtype identification: electronic health record vs registry dataYu Deng, Anika S. Ghosh, Anh H. Chung, Yacob Tedla, Abel N. Kho, Rosalind Ramsey-Goldman, Yuan Luo 0004, Theresa L. Walunas. [doi]
- Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum DepressionKaterina Andreadis, Mariam A. Mohsin, Xiaoyue Xiao, Xueting Zhang, Meghan Reading Turchioe, Ruth Masterson Creber. [doi]
- Medical Concept Normalization via Description PredictionKahyun Lee, Sam Henry 0001, Özlem Uzuner. [doi]
- Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit ContextPaul Barry, Sam Henry 0001, Meliha Yetisgen, Bridget T. McInnes, Özlem Uzuner. [doi]
- CytoGPS: A Web-Enabled Karyotype Analysis Tool for Cytogeneticists and Biomedical Data ScientistsZachary B. Abrams, Lin Zhang, Ricky Rodriguez, Lynne V. Abruzzo, Kevin R. Coombes, Philip R. P. Payne. [doi]
- An e-health based clinical decision support system to predict mortality risk of COVID-19 patientsYin Guan, Mengchun Gong, Ying Zhang, Wenzhao Shi, Li Liu, Hong Zhu. [doi]
- Predictive Modeling in Symbolic Vital Signs for Clinical Critical Events in the Neonatal Intensive Care UnitWonGeun Song, Hyunyoung Baek, Changwon Choi, Younghwa Jung, Sooyoung Yoo. [doi]
- Transforming primary medical research knowledge into clinical decision support rulesPaul R. Dexter, Randall W. Grout, Peter J. Embi. [doi]
- Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics DataMauricio H. Ferrato, Erin L. Crowgey, Sunita Chandrasekaran. [doi]
- Informatics Architecture for Phenotyped Microbiome Data Generation from Just-in-Time Clinical Microbiology Specimens from CTSA Network ProducersAlexander V. Alekseyenko. [doi]
- Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-Center StudyZhixun Yang, Chao Liu, Qiang Guo, Mengchun Gong, Zhouguang Hui. [doi]
- Information Needs of Skilled Nursing Facility Staff to Support Heart Failure Disease ManagementCynthia D. Morrow, Blaine Reeder, Marcelo C. Perraillon, Mustafa Ozkaynak, Heidi L. Wald, Leslie E. Eber, Joanna Trojanowski, Catherine Battaglia, Rebecca S. Boxer. [doi]
- Methods for Large-Scale Quantitative Analysis of Scribe Impacts on Clinical DocumentationMichelle R. Hribar, Haley Dusek, Isaac Goldstein, Adam Rule, Michael F. Chiang. [doi]
- Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns MiningDanlu Liu, Zainab Al-Taie, Yuanyuan Shen, Christos Papageorgiou, Chi-Ren Shyu. [doi]
- SWAT Team: Addressing EHR burnout through a customized education lensTania Tajirian, Khaled Almilaji, Lydia Sequeira, Gillian Strudwick, Damian Jankowicz. [doi]
- Analysis of Machine Learning Models and Identification of Factors for Predicting Preventive Care Services Usage in a Direct Primary Care SettingJane L. Snowdon, Ching-Hua Chen, George Kim, Judy George, Thomas A. Gagliardi, Marion J. Ball, Sasha Ballen, Sugato Bagchi. [doi]
- RadLex Normalization in Radiology ReportsSurabhi Datta, Jordan Godfrey-Stovall, Kirk Roberts. [doi]
- Real Time Monitoring of Suicide Prevention Care PathwaysDavid LaBorde, Himanshu Singh. [doi]
- Leveraging digital media data for pharmacovigilanceHammad Farooq, Junaid S. Niaz, Saira Fakhar, Hammad Naveed. [doi]
- Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learningZfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou. [doi]
- Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking AppsMichelle Gomez, Liliana Cortes, Amanda Mover, Oghenerukevwe Sam-Ogaga, Kim M. Unertl. [doi]
- Why Should I Trust You? Supporting the Sharing of Health Data in the Interprofessional Space of Child DevelopmentSean P. Mikles, Lauren E. Snyder, Julie A. Kientz, Anne M. Turner. [doi]
- It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare deliveryRon C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen. [doi]
- Addressing Health Equity in the Healthcare System: Assessing the Impact of Neighborhood Characteristics on Healthcare Utilization in Baltimore CityElham Hatef, Jonathan P. Weiner, Hsien-Yen Chang, Chris Kitchen, Hadi Kharrazi. [doi]
- Artificial Intelligence Decision Support for Medical TriageChiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri L. Saenz. [doi]
- Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep RepresentationsYu Lu, Xiao Luo, Zhan Zhang, Haoran Ding, Zhe He 0001. [doi]
- Visualizing Inequities in Clinical Trials using ML Fairness MetricsMiao Qi, Owen Cahan, Morgan Foreman, Daniel Gruen, Amar K. Das, Kristin P. Bennett. [doi]
- Measuring Effectiveness of Bulk Orders & Messages in a Population Health ProgramJessica M. Ruff, Peter J. Greco, David C. Kaelber. [doi]
- The Children's Oncology Planning for Emergencies (COPE) Tool: Prototyping with Caregivers of Children with CancerEmily L. Mueller, Anneli R. Cochrane, Courtney M. Moore, Andrew D. Miller 0001, Sarah E. Wiehe. [doi]
- The anatomy of clinical documentation: an assessment and classification of narrative note sections format and contentTiago K. Colicchio, Pavithra I. Dissanayake, James J. Cimino. [doi]
- Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of DementiaAdriana Arcia, Laura E. Britton. [doi]
- What is a provider? Need for a new healthcare professionals taxonomyNassim Idouraine, Julia Ivanova, Tianyu Tang, Hiral Soni, Anita C. Murcko, Adela Grando. [doi]
- Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient WardsJulia C. Dunbar, Calvin R. Apodaca, Katherine Cross, Jason Yip, Ari H. Pollack, Wanda Pratt. [doi]
- Barriers to Use of Clinical Decision Support for Evaluation of Pulmonary Embolism: Results of a Qualitative StudySafiya Richardson, Katherine L. Dauber-Decker, Thomas G. McGinn, Douglas P. Barnaby, Adithya Cattamanchi, Joseph Carrubba, Renee Pekmezaris. [doi]
- Healthcare Delivery Systems, EHRs, and the Future of an App-based Ecosystem: Old Wine in New Bottles?Titus K. Schleyer, Maia Hightower, Christopher A. Harle, Adam Landman, Robert S. Rudin. [doi]
- Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care PediatriciansSelasi Attipoe, Yungui Huang, Sharon B. Schweikhart, Jennifer L. Hefner, Daniel M. Walker, Steven W. Rust, Jeffrey Hoffman, Simon M. Lin. [doi]
- Clinician Perceptions of Barriers and Facilitators to Effective Postoperative HandoffsJoanna Abraham, Alicia Meng, Thomas George Kannampallil. [doi]
- Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-Management: A Qualitative StudyAshley C. Griffin, Zhaopeng Xing, Sean P. Mikles, Stacy Bailey, Saif Khairat, Yue Wang, Jaime Arguello, Arlene E. Chung. [doi]
- Mapping Guideline Recommendations to Electronic Health Records: A First Step in Developing Clinical Decision Support about ICU Patient MobilityAnna Krupp, Joseph Greiner, Karen Dunn Lopez. [doi]
- Using participatory design research to inform clinical decision-makingBruna Oewel, Kelly Murdoch-Kitt, Michael P. Dorsch. [doi]
- Evaluation of Medication Alert Desensitization During Residency Training at Two Different Integrated Healthcare SystemsKinjal Gadhiya, David Friedlander, Edgar Zamora, Kelechi Emmanuel, Isha Shrimanker, Salim M. Saiyed, Vinod Nookala, David C. Kaelber. [doi]
- Global research consortia and data harmonization projects drive the clinical interpretation of cancersJustin Guinney, Subha Madhavan, Melissa A. Haendel, Alex H. Wagner, Ratna R. Thangudu. [doi]
- The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician InsightsAmelia K. Barwise, Aaron Leppin, Yue Dong, Ognjen Gajic, Brian W. Pickering, Ashok Kumbamu. [doi]
- Health Informatics Challenges for the Management of COVID-19Jie Li, Mengchun Gong, Wenzhao Shi, Li Liu, Hong Zhu. [doi]
- Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual ModelMarianne Sharko, Mohit Manoj Sharma, Lisa Grossman Liu, Natalie C. Benda, Melissa Chan, Eric Wilsterman, Jessica S. Ancker. [doi]
- Fall Prevention Information Model Validated Using Flowsheet MetadataKay S. Lytle, Bonnie L. Westra, Mary L. Hook, Samira Ali, LuAnn Whittenburg. [doi]
- Investigating How Knowledge Sharing Supports Collective Sensemaking through the Lens of an Online Community of Department of Veterans Affairs Data UsersMaria L. Souden, Jenifer E. Stelmack. [doi]
- Are Americans confident in their ability to manage their health information?Amanda C. Stanhaus, Denise L. Anthony, Jodyn Platt, Sharon L. R. Kardia. [doi]
- Social Determinant of Health Documentation Trends and Their Association with Emergency Department AdmissionsLeigh A. McCormack, Charisse R. Madlock-Brown. [doi]
- Comparing Data Quality in EHR Data between an Oncology and Diverse Populations Using the OMOP Common Data ModelYili Zhang, Michael J. Gurley, Firas H. Wehbe. [doi]
- Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over TimeHossein Estiri, Sebastien Vasey, Jeffrey G. Klann, Victor M. Castro, Shawn N. Murphy. [doi]
- The Association of Encounter- And Hospital-Level Characteristics with Health Information Exchange in Emergency Department Encounters: A Longitudinal Log File AnalysisSaurabh Rahurkar, Joshua R. Vest, John T. Finnell, Brian E. Dixon. [doi]
- Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health RecordsLiqin Wang, Rebecca E. Amariglio, Li Zhou. [doi]
- Clinical Terminology Mapping Experiences in Migrating Clinical Data between Electronic Health Record SystemsSarita Keni, John Kilbourne. [doi]
- Identifying and Leveraging Public Data Sources with Structured Social Determinants of Health Information for Observational Health ResearchIrene Dankwa-Mullan, Mollie M. McKillop, Metasebya Solomon, Anita M. Preininger, Mark C. Roebuck, Yull E. Arriaga, Judy George, Gretchen Purcell Jackson, Brett R. South. [doi]
- Adaptive Flowchart Driven Smartphone Application for Predicting Patients at Risk of Chemotherapy Induced Nausea and VomitingMd Kamruz Zaman Rana, Abu Saleh Mohammad Mosa, Akm Mosharraf Hossain, Illhoi Yoo. [doi]
- Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary StudySotiris Karagounis, Indra Neil Sarkar, Elizabeth S. Chen. [doi]
- Informatics Challenges of COVID-19 Crisis: A Comprehensive Response from An Academic Health SystemAlexander V. Alekseyenko, Leslie A. Lenert. [doi]
- Automatic Aggregator of Academic Activity in a Clinical DepartmentVitali Fedosov, David Martin, Brian W. Pickering, Vitaly Herasevich. [doi]
- Implementation of a Pharmacogenomic Interaction Knowledgebase for Clinical UseEmily Man Wai Chan, Karen Bavuso, Melinda Wong, Saverio M. Maviglia, Roberto A. Rocha. [doi]
- Supporting self-management of food and related expensesApoorv Prasad, Susan McRoy. [doi]
- The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought DisorderWeizhe Xu, Jake Portanova, Ayesha Chander, Dror Ben-Zeev, Trevor A. Cohen. [doi]
- Automated categorization of online health documents using Domain SpecificityKhushboo Maulikmihir Thaker, Young Ji Lee, Peter Brusilovsky, Daqing He. [doi]
- Health information exchange use during dental visitsHeather L. Taylor, Nate C. Apathy, Joshua R. Vest. [doi]
- Quantifying the Hidden Electronic Work of Clinical Communication in a Breast Cancer CohortBryan D. Steitz, Kim M. Unertl, Mia A. Levy. [doi]
- Characterizing Secure Messages for Workload AnalysisB. Isaac Francisco, Min Kim, Patricia E. Alafaireet, Anne Fitzsimmons, Christine Heath, Jeanette Linebaugh, Ceresa Ward, Michael Anderson, Dustin Viet, Victor Arnold, Eduardo Simoes. [doi]
- Systematic Literature Review on 42 Code of Federal Regulation Part 2Anweysha Bhowmik, George Karway, Julia Ivanova, Anita C. Murcko, Adela Grando. [doi]
- Evaluation of Physician Satisfaction with an Electronic Health RecordPamela M. Garabedian, Angela Rui, Lynn A. Volk, David W. Bates. [doi]
- Toward a Harmonized WHO Family of International Classifications Content ModelSamson W. Tu, Csongor Nyulas, Tania Tudorache, Mark A. Musen, Andrea Martinuzzi, Coen H. van Gool, Vincenzo Della Mea, Christopher G. Chute, Lucilla Frattura, Nicholas R. Hardiker, Huib ten Napel, Richard Madden, Ann-Helene Almborg, Jeewani Anupama Ginige, Catherine Sykes, Can Çelik, Robert Jakob. [doi]
- Methods to Improve Prediction for Transfusion at DeliveryLaritza M. Rodriguez, Homa Ahmadzia. [doi]
- Re-tooling an Existing Clinical Quality Measure for Chronic Opioid Use to an Electronic Clinical Quality Measure (eCQM) for Post-Operative Opioid Prescribing: Development and Testing of Draft SpecificationsAnia Syrowatka, Avery Pullman, Woongki Kim, Stuart R. Lipsitz, Michael Sainlaire, Wenyu Song, Tien Thai, David W. Bates, Patricia C. Dykes. [doi]
- The Columbia HL7 FHIR Lab: An Approach to Advancing Competencies and Collaborations to Enhance InteroperabilityVirginia Lorenzi, Suzanne Bakken. [doi]
- Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health AdministrationRupali Dhond, Paul Corcoran, Sarah Leatherman, Oleg Soloviev, Nathanael R. Fillmore, David Cheng, Frank Meng, Ryan Ferguson, Mary T. Brophy, Nhan V. Do. [doi]
- Analyzing impact of genomic factors on HD progression through an integrated disease progress modelSanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu. [doi]
- Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and DonepezilQian Li, Yi Guo 0005, Zhe He 0001, Hansi Zhang, Thomas J. George, Jiang Bian 0001. [doi]
- First Day of Life Prediction of Neonatal Intensive Care Unit Length of StayAlexis Mitelpunkt, Tzviel Frostig, Orli Kehat, Yoav Benjamini, Ahuva Weiss-Meilik. [doi]
- Guideline Snapshots: A Screening Tool for Determining Guideline RelevanceJeremy J. Michel, Anne Wert, Kelly Mathews, Morgan Leafe, Asim Mujahid, Janice Kaczmarek. [doi]
- Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapySelen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard. [doi]
- Linking Polyps to Jars: information loss across colonoscopy and pathology reportsOlga V. Patterson, Samir Gupta, Andrew Gawron, Tonya Kaltenbach, Ranier Bustamante, Lin Liu, Daniel W. Denhalter, Ashley Earles, Scott L. DuVall. [doi]
- FHIR and CDS Hooks-Based Population Health Management Coupled with Patient Outreach via Chatbot Technology: a Use Case in Genetic Counseling for Familial Cancer RiskRichard L. Bradshaw, Kensaku Kawamoto, Guilherme Del Fiol. [doi]
- Usability Evaluation Via Content Analysis of First-Time Patient Use of Top-Rated Commercial Diabetes Apps in a Crossover Randomized TrialHelen N. Fu, Diana Jin, Terrence J. Adam. [doi]
- Development and Implementation of a Patient-Facing, FHIR-based Clinical Decision Support Tool to Support Shared Decision Making for Chronic PainLaura H. Marcial, Joshua E. Richardson, Stephanie Rizk, Stephen Brown, Jessica DeFrank, Danny van Leeuwen, Asli Weitkamp, Cheng-Kai Kao, Barry H. Blumenfeld. [doi]
- DeepCompete: A deep learning approach to competing risks in continuous-time domainAastha, Pengyu Huang, Yan Liu. [doi]
- Mining Insights from User-Generated Content on Thrive with Me, an mHealth Platform for Men Living with HIV: Demonstration of a Novel Machine Learning-Aided Thematic AnalysisSimone J. Skeen, Scott Jones, Carolyn Cruse, AvaGrace Palazzolo, Keith J. Horvath. [doi]
- Detection of reticular pseudodrusen using deep learningQingyu Chen 0001, Tiarnan D. Keenan, Yifan Peng, Elvira Agrón, Christopher Hwang, Alisa T. Thavikulwat, Debora Lee, Wai T. Wong, Emily Y. Chew, Zhiyong Lu. [doi]
- Desiderata for High Quality AMIA Presentation FilesJames Geller, Yarou Ding. [doi]
- A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and CliniciansLe-Thuy T. Tran, Ramkiran Gouripeddi, Julio C. Facelli. [doi]
- The Medication Ordering Safety System: A Pipeline to Predict Adverse Drug Events at the Time of OrderingAileen P. Wright, Dara Mize. [doi]
- A Phylogenetic Approach to Analyze the Conservativeness of BRCA1 and BRCA2 MutationsJiaying Lai, Indra Neil Sarkar. [doi]
- Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning MethodsWenyu Song, Min-Jeoung Kang, Linying Zhang, Jose P. Garcia, David W. Bates, Patricia C. Dykes. [doi]
- Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the FutureJohn H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek. [doi]
- Accelerating Epidemiological Investigation Analysis by Using NLP and Knowledge Reasoning: A Case Study on COVID-19Jian Wang, Ke Wang, Jing Li, Jianmin Jiang, Yanfei Wang, Jing Mei, Shaochun Li. [doi]
- Harnessing the Potential of Electronic Health Records for Patient-Centered Outcomes ResearchJenna M. Norton, Alyson Goodman, Maria Michaels, Richard A. Taylor, Aldren Gonzales. [doi]
- Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute CareMaria Malik, Nicholas Piniella, Kevin Carr, Alison Garber, Kumiko O. Schnock, David W. Bates, Jeffrey L. Schnipper, Anuj K. Dalal. [doi]
- Extracting Multi-Dimensional Context for Medication Change Events in Clinical NarrativesDiwakar Mahajan, Jennifer J. Liang. [doi]
- Evaluating the effects of automation on risk identification and nurses' decision makingSaba Akbar, David Lyell, Farah Magrabi. [doi]
- A Modular Editorial Content Curation Framework for Pharmacological and Patient Knowledge ManagementElisabeth L. Scheufele, Jason Hatanaka, Mya Baca, Stacy Laclaire, Jeff Heiland, Nawshin Kutub, Brett R. South, Gretchen P. Jackson. [doi]
- An Unseen Art: Writing Letters of Support and Nomination to Promote Diversity, Equity, and Inclusion in InformaticsTiffany I. Leung, Jessica S. Ancker, James J. Cimino, Hillary Ross, Huanmei Wu. [doi]
- Clinical Trial Alert Worklists for the Emergency DepartmentPhillip V. Asaro, Stacey House. [doi]
- The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal MeasuresLinying Zhang, Yixin Wang, Anna Ostropolets, RuiJun Chen, David M. Blei, George Hripcsak. [doi]
- Low Thiamine Warnings for Post-Bariatric Surgery PatientsJacob S. Tripp, Megan Smith, Alex DeCleene, Nicholas Williams, Drayton Rodrigues, Richard Rasmussen, Tamara Moores Todd, James Hellewell. [doi]
- Career Pathways in Industry for Biomedical InformaticiansElisabeth L. Scheufele, Marion Ball, Jason Cooper, Judy Murphy, Matvey B. Palchuk. [doi]
- Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching FieldsShaun J. Grannis, Xiaochun Li, Huiping Xu, Toan C. Ong, Michael G. Kahn, Lauren R. Lembcke, Suranga Nath Kasthurirathne. [doi]
- Deep Survival Analysis: The Impact of Feature MissingnessShreyas Bhave, Xintian Han, Rajesh Ranganath, Adler J. Perotte. [doi]
- Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information TechnologyStephanie Garcia, Thomas George Kannampallil, James L. Hellewell, Viet Nguyen, Casey Thompson. [doi]
- Causal Inference from Observational Healthcare Data: Implications, Impacts and InnovationsGeorge Hripcsak, David M. Blei, Elias Bareinboim, Martijn J. Schuemie, Linying Zhang. [doi]
- Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal GoalsDouglas S. Bell, Kevin M. Baldwin, Eric M. Cheng, Michael A. Pfeffer. [doi]
- Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the "Digital Divide" Across Neighborhoods in the State of MarylandXiaomeng Ma, Elham Hatef, Yahya Shaikh, Hadi Kharrazi, Jonathan P. Weiner, Darrell J. Gaskin. [doi]
- STAN-CT: Standardizing CT Image using Generative Adversarial NetworksMd. Selim, Jie Zhang, Baowei Fei, Guo-Qiang Zhang 0001, Jin Chen. [doi]
- Digilego for Peripartum Depression: A Novel Patient-Facing Digital Health InstantiationAlexandra Zingg, Deevakar Rogith, Jerrie Refuerzo, Sahiti Myneni. [doi]
- Predicting Retention-in-care for PLWH in South Carolina by Integration of Clinical Care and Social Care Data and Machine LearningBankole Olatosi, Xiaowen Sun, Jiajia Zhang, Chen Liang, Xiaoming Li. [doi]
- We're Lost, But We are Making Good Time: Navigating Complex Pathways in a Patient-Order Management TaskBenjamin J. Duncan, Alexandra Kassis, David R. Kaufman, Adela Grando, Lu Zheng, Richard Helmers, Karl Poterack, Tim Miksch, Bradley N. Doebbeling. [doi]
- Actionable Opportunities for Improving Opioid Prescribing through Use of InformaticsNeel A. Shimpi, Karmen S. Williams, Alexander V. Alekseyenko. [doi]
- Semi-automated Environmental Exposure Phenotyping: A Case for SmokingMorris A. Aguilar, John A. S. McGuigan, Molly A. Hall. [doi]
- The Gravity Project: An SDOH Data Coding CollaborativeEvelyn Gallego, Sarah C. DeSilvey, Joseph Lugo, Walter Suarez, Albert Taylor. [doi]
- Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information SystemSang S. Pak, Victor Cheuy. [doi]
- Usability and Feature Evaluation of the Amazfit Bip S Smart Watch in the Precision START LaboratoryChelsea Howland, Malaika Gallimore, Jo-Ana Chase, Blaine Reeder. [doi]
- The Spectrum of Practice Facilitation Activity: the Healthy Hearts in the Heartland CollaborativeJiancheng Ye, Ann A. Wang, Jennifer Bannon, Abel N. Kho, Nicholas Soulakis, Theresa L. Walunas. [doi]
- LANN: An integrated online annotation tool for information extractionYaoyun Zhang, Jingqi Wang, Hua Xu. [doi]
- Three Data-Driven Phenotypes of Multiple Organ Dysfunction Syndrome Preserved from Early Childhood to Middle AdulthoodJiancheng Ye, L. Nelson Sanchez-Pinto. [doi]
- How diversity impacts design: developing an interactive quality of life symptom dashboard with prostate cancer survivors from underserved communitiesErika L. Wood, Georgina Mendoza, Kristen Williams, Regina Casanova-Perez, Sarah Friedman, Lorna Kwan, Sarah Connor, Stanley K. Frencher, Andrea Hartzler, Sheba George, John L. Gore, Mark S. Litwin. [doi]
- Leverage Real-World Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD)Rui Duan, Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao, Demetrius Maraganore, Jiang Bian 0001, Yong Chen 0016. [doi]
- Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's DiseaseReyhaneh Mogharab Nia, Janusz Wojtusiak. [doi]
- SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health RecordYuri Ahuja, Chuan Hong, Zongqi Xia, Tianxi Cai. [doi]
- Crowd-Diagnosis: When the Public Turns to Social Media to Obtain Clinical DiagnosesAlicia L. Nobles, Eric C. Leas, Mark Dredze, Christopher A. Longhurst, Davey Smith, John W. Ayers. [doi]
- De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-IdentificationStéphane M. Meystre, Jonathan C. Silverstein, Guergana Savova, Valentina Petkov, Bradley A. Malin. [doi]
- Patient Cohort Retrieval using Transformer Language ModelsSarvesh Soni, Kirk Roberts. [doi]
- Advancing modelling of time-to-event outcomes: moving beyond the Cox modelBindu Vekaria, Glen Martin, Thomas House. [doi]
- Development and Training of an Artificial Intelligence (AI)-Based Clinical Trial Matching Tool for OncologyTufia C. Haddad, Konstantinos Levantakos, Brett R. South, Dilhan Weeraratne, S. John Weroha, Andrea E. Hendrickson, Amit Mahipal, Parminder Singh, Megan Sands-Lincoln, Nawshin Kutub, Melissa Rammage, Eric Will, Jane Helgeson, Jane L. Snowdon, Gretchen P. Jackson. [doi]
- Developing an Analytics Platform to Utilize Real Time Locating System for Clinical Workflow AnalysisRuthvik Abbu, Kevin Overmann, Lindsey Barrick, Danny T. Wu. [doi]
- Use of the Open ROBOKOP Knowledge Graph-Based Application to Provide Mechanistic Explanations for Observed Associations between Environmental Exposures and Immune-Mediated DiseasesKaramarie Fecho, Chris Bizon, Frederick W. Miller, Shepherd Schurman, Charles Schmitt, William Xue, Patrick Wang 0003, Kenneth D. Morton, Steven Cox 0001, Alexander Tropsha. [doi]
- Does APOE4 Effect Cognitive Ability of Individuals with Alzheimer's Disease?Carmelo LoMonaco, Mohammad A. Faysel. [doi]
- Advancing Symptom Science through Bipartite Networks: Applications to Precision Stroke RehabilitationBrian Downer, Irma Alvarado, Monique R. Pappadis, Weibin Zhang, Timothy Reistetter, Lorraine S. Evangelista, Yong-Fang Kuo, Suresh K. Bhavnani. [doi]
- Designing Inpatient Portals to Support Patient Agency and Dynamic Hospital ExperiencesShefali Haldar, Maher Khelifi, Sonali R. Mishra, Calvin R. Apodaca, Erin Beneteau, Ari H. Pollack, Wanda Pratt. [doi]
- Real-time Clinical Note Monitoring to Detect Conditions for Follow-up: a Case Study of Clinical Trial Enrollment in Drug-induced Torsades de Pointes and Stevens-Johnson SyndromeSarah Delozier, Peter Speltz, Jason Brito, Leigh Anne Tang, Janey Wang, Joshua C. Smith, Dario A. Giuse, Elizabeth Phillips, Kristina Williams, Teresa Strickland, Giovanni Davogustto, Dan M. Roden, Joshua C. Denny. [doi]
- Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health SystemsNikolas J. Koscielniak, Carole A. Tucker. [doi]
- Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-Management Using the Mobile Application Rating ScaleStephanie E. Weiner, Reed Magleby, Mallika Viswanath, Meghan Reading Turchioe, Ruth Masterson Creber. [doi]
- Foundations for Meaningful Consent in Canada's Digital Health EcosystemNelson Shen, Mikayla Munnery, Sarah Wickham, Gillian Strudwick, Abigail Carter-Langford. [doi]
- Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot StudyYingci Liu, Smitha Edakalavan, Richard D. Boyce. [doi]
- Predicting Discrete Reason for Visit using Personalized PageRankJohn Schrom, Emma Sahn, Bobby Caplin, Vijan Joshi. [doi]
- Comparison of Three International Terminologies for Medical Interventions and ProceduresKin Wah Fung, Julia Xu, Filip Ameye. [doi]
- Generating Electronic Health Records with Multiple Data Types and ConstraintsChao Yan 0004, Ziqi Zhang, Steve Nyemba, Bradley A. Malin. [doi]
- Mapping a Value Set to a Standard Terminology by Leveraging Parent-Child Hierarchies to Define AttributesMichael Totzke, Dean Woolstenhulme. [doi]
- Prevalence and Survival of Lip, Oral Cavity and Pharyngeal CancerYaswitha Jampani, Abu S. Mosa. [doi]
- Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart StudyJihoon Kim, Paulina Paul, Pravina Kota, Yu R. Park, Julie A. Stoner, Wenyu Wang, Ying Zhang, Elisa Lee, Lucila Ohno-Machado. [doi]
- mHealth in Myanmar: Community-based Participatory Design of a Population Health Surveillance Data Collection ApplicationYi Hang Ian Yen, John M. Meddar, Corinne Lamour-Romero, Beichotha Zawtha, Ruth Masterson Creber, Natalie C. Benda. [doi]
- Data Quality Assessment of Laboratory DataVojtech Huser, Clair Blacketer, Karthik Natarajan, Robert T. Miller, Andrew Williams, Selva Muthu Kumaran Sathappan, Jose D. Posada, Nigam Shah. [doi]
- Technology Personalization in Health Applications for Patients with Autism Spectrum DisorderLina Bouayad, Polina Durneva, Spurthy Dharanikota, Anol Bhattacherjee, Mavara Agrawal, Stephen L. Luther. [doi]
- Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information ExchangeSarah El-Azab, Luke Golichowski, Heidi Hosler, Siu Hui, Katie Allen. [doi]
- Identifying Comparative Peer Facilities Using a K-Nearest Neighbor Algorithm Across Clinical, Structural, and Geographic Data DomainsMichael P. Korvink, John Martin, J. Franck Diaz-Garelli. [doi]
- Robotic Process Automation(RPA): A New Technique of Automating Data Management in Clinical FieldsWeiyu Zhao. [doi]
- Mitigating Data Migration Risk and Promoting Patient Safety Utilizing Standardized Terminologies at the Department of Veteran AffairsCatherine Hoang, Holly Miller, Pamela J. Noble, Herman A. Garrett, James Patterson, Rhea Sward, Anna Burchfield, Fola Parrish. [doi]
- Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal MessagesMing Huang 0006, Jungwei Fan. [doi]
- Validation of the Data Quality of a Tumor Board Registry Through Assessment of Clinicopathologic Survival Outcomes in Melanoma PatientsKatherine Given Ligtenberg, David Chartash, Marcus Bosenberg, Cynthia Brandt. [doi]
- Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care ProvidersCourtney J. Diamond, Adam Wright, Steven J. Atlas, Tin H. Dang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Anna Tosteson, Jennifer S. Haas. [doi]
- AI Accelerated Human-in-the-loop Structuring of Radiology ReportsJoy T. Wu, Ali Bin Syed, Hassan M. Ahmad, Anup Pillai, Yaniv Gur, Ashutosh Jadhav, Daniel F. Gruhl, Linda Kato, Mehdi Moradi, Tanveer F. Syeda-Mahmood. [doi]
- Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS ProgramsRobert L. Bradford, Sofia Dard, Emily R. Pfaff, Ashok K. Krishnamurthy. [doi]
- Improving Inpatient Pediatric Influenza Vaccination Using a Clinical Decision Support InterventionOmar H. Elsayed-Ali, Swaminathan Kandaswamy, Andrea Shane, Stephanie Jernigan, Patricia Lantis, Erin Masterson, Pareen Shah, Reena Blanco, Srikant Iyer, Evan W. Orenstein. [doi]
- Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer ArchitecturesAaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar. [doi]
- Predicting Section Location of Clinical Sentences using BERT Encoder - A Pilot StudySijia Liu 0002, Sunyang Fu, Sungrim Moon, Andrew Wen, Hongfang Liu. [doi]
- Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use DisorderSuzanne V. Blackley, Erin MacPhaul, Bianca Martin, Wenyu Song, Joji Suzuki, Li Zhou. [doi]
- The All of Us Research Program Researcher Workbench Phenotype Library: Five Disease ImplementationsIzabelle P. Humes, Roxana Loperena-Cortes, Melissa A. Basford, Kelsey R. Mayo, Joseph DiPaolo, David J. Schlueter, Jun Qian, Wei-Qi Wei, Robert J. Carroll, David Glazer, Paul A. Harris, Anthony Philippakis, Dan M. Roden, Andrea H. Ramirez. [doi]
- Phenotype Concept Set Construction from Concept Pair LikelihoodsVictor A. Rodriguez, Tony Sun, Phyllis Thangaraj, Chao Pang, Krishna Kalluri, Xinzhuo Jiang, Karthik Natarajan, Patrick B. Ryan, Anna Ostropolets, RuiJun Chen. [doi]
- Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-AnalysisEthan Pfeifer, Najjuwah Walden, Joanna Abraham, Thomas George Kannampallil. [doi]