Table of Contents

• Digital Readiness: Are Low-Income Populations Prepared for Telehealth?Sunny C. Lin, Julie Reeder, Mary Vest, Kathy Harris, Jill Castek. [doi]
• Asthmatic Patient Portal Messaging and PollutionMarily Barron, Matthew Zaragoza-Watkins, Melissa McPheeters, Samuel T. Rosenbloom. [doi]
• Telehealth Uptake and Continuing Usage During the COVID-19 PandemicCheng Gao, Bradley A. Malin, You Chen. [doi]
• Clinical Decision Support with a Comprehensive in-EHR Patient Tracking System to Improve Inpatient Genetic Testing Follow UpIan M. Campbell, Morgan L. McManus, David C. Junod, Fred C. Cusick, Sarah E. Sheppard, Eli M. Lourie, Eric D. Shelov, Anthony A. Luberti. [doi]
• Urologist use and perceptions of the EHR: Perspectives from a Surgical SpecialtyHung-Jui Tan, Arlene E. Chung, David Gotz, Antonia Bennett, Allison Deal, Matthew E. Nielsen, Ethan M. Basch. [doi]
• NetworkSIR and EnvironmentalSIR: Effective, Open-Source Epidemic Modeling in the Absence of DataMadison A. Pickering, Subbarayan Venkatesan, Christoph U. Lehmann, Sameh N. Saleh, Richard J. Medford. [doi]
• Modernization of the Intermacs Data Warehouse: Moving Data Management from SAS to SQL Server for AnalyticsJohn K. Pennington, Nicholas Timkovich, Bunyamin Ozaydin. [doi]
• The Use of Integrated Medical Devices and Clinical Decision Support in the Acute Care Setting: A Scoping ReviewJennifer Withall, Jessica M. Schwartz, John Usseglio, Kenrick Cato. [doi]
• Deep Significance Clustering (DICE) a Heterogenous PopulationYufang Huang, Yifan Liu, Peter A. D. Steel, Kelly M. Axsom, John R. Lee, Sri Lekha Tummalapalli, Alison Hermann, Rochelle Joly, Fei Wang, Jyotishman Pathak, Lakshminarayanan Subramanian, Yiye Zhang. [doi]
• Enabling Digital Compassion in a Technology-Enabled Healthcare Environment: a Modified eDelphi Study to Establish Professional Competencies and Health Information Technology StandardsDavid Wiljer, Gillian Strudwick, Rebecca Charow, Nelson Shen, Allison Crawford, Sanjeev Sockalingam, Peter Rossos. [doi]
• Addressing Bias in the Application of Machine Learning on Real-World DataHossein Estiri, Yuan Luo 0001, Hongfang Liu, Suzanne Tamang, Harold Lehmann. [doi]
• Testing of a Risk-Standardized Complication Rate Electronic Clinical Quality Measure (eCQM) for Total Hip and/or Total Knee ArthroplastyMica R. Curtin-Bowen, Troy Li, Avery Pullman, Alexandra C. Businger, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, Jay R. Lieberman, Aileen Davis, Bonnie Blanchfield, David W. Bates, Patricia C. Dykes. [doi]
• Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol UseMarissa Borgese, Cara Joyce, Emily E. Anderson, Matthew M. Churpek, Majid Afshar. [doi]
• Broken down by bias: Healthcare biases experienced by BIPOC and LGBTQ+ patientsReggie Casanova-Perez, Calvin R. Apodaca, Emily Bascom, Deepthi Mohanraj, Cezanne Lane, Drishti Vidyarthi, Erin Beneteau, Janice Sabin, Wanda Pratt, Nadir Weibel, Andrea L. Hartzler. [doi]
• Supervised Machine Learning of Nursing Flowsheet Data to Identify a Signal of Racial BiasBrittany N. Taylor, Christopher Knaplund, Sarah Collins Rossetti, Kenrick Cato. [doi]
• Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data UseSritha Rajupet, Rachel Wong, Donna Moller, Lisa Maldonado, Tricia Weiss, Tahsin M. Kurç, Janos G. Hajagos, Hasit Shah, Mary M. Saltz, Joel H. Saltz, Veena Lingam. [doi]
• Signal from the Noise: Quantitative Measures of Conformity and Variability From Process Mining MapsChristian Rose, Morteza Noshad, Jonathan H. Chen. [doi]
• Utilizing Advanced Visualization Technology to Study Home Care ChallengesDenise Goldsmith, Sara Flash, Jim Holdnack, Patricia F. Brennan. [doi]
• Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in AdultsJianqiu Zhang, Paul E. Drawz, Ying Zhu, Gretchen M. Hultman, György J. Simon, Genevieve B. Melton. [doi]
• Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home MeasurementsAnne A. H. de Hond, Esmee Stoop, Nicole van Keulen, Loes van Winden, Ellen Poorter, Douwe Atsma, Ilse Kant, Ewout W. Steyerberg. [doi]
• Development of an Online Contraceptive Decision Aid for College WomenMolly Redman, Jenny Brian, Dongwen Wang. [doi]
• Career Development Issues for Women in Biomedical Informatics within Professional OrganizationsDonghua Tao, Duo (Helen) Wei, Rubina F. Rizvi, Deepti Pandita, Bushra Alghamdi, Polina V. Kukhareva, Margarita Sordo, William R. Hersh, Omolola Ogunyemi, Kelly Evans, Gretchen P. Jackson. [doi]
• Comparative Analysis of Telemedicine Services Before and During PandemicWanting Cui, Joseph Finkelstein. [doi]
• YouTube Health Video Analytics: A Human Augmented Understandability Assessment for Patient EducationXiao Liu, Anjana Susarla, Rema Padman. [doi]
• How accurate is the Isabel diagnostic decision support system with patients presenting with acute symptoms of heart disease?Katherine A. Brown, Hamish S. Fraser. [doi]
• Apps for Covid-19 in Germany: Assessment Using the Mobile Application Rating ScaleFelix Holl, Fabian Flemisch, Walter Swoboda, Johannes Schobel. [doi]
• Keys to a Successful Public Health Information System Implementation: Experience with COVID-19 Vaccine Ordering System Development and Implementation Across the United StatesRoua El Kalach, Lori Moore, Ulrica Andujar. [doi]
• Prediction of Resuscitation for Pediatric Sepsis from Data Available at TriagePeter A. Stella, Elizabeth Haines, Yindalon Aphinyanaphongs. [doi]
• Utilizing a Clinical Decision Support Alert to Increase Nasal MRSA PCR Ordering and Reduce Vancomycin Course DurationDiana J. Schreier, Patrick Wieruszewski. [doi]
• YouTube Video Analytics for COVID-19 LiteracyYawen Guo, Xiao Liu, Anjana Susarla, Rema Padman. [doi]
• A Machine Learning Approach to Predicting Time Needed for Outpatient Surgery and Patient Recovery at a Freestanding Ambulatory Surgery CenterRodney A. Gabriel, Bhavya Harjai. [doi]
• Information Needs Analysis of Diabetes Self-Management Education and Support for Older People with DiabetesMin Soon Kim, Ploypun Narindrarangkura, Suzanne A. Boren, Uzma Z. Khan, Eduardo J. Simões. [doi]
• Cross-Vendor CT Image Data Harmonization Using CVH-CTMd. Selim, Jie Zhang 0092, Baowei Fei, Guo-Qiang Zhang 0001, Gary Yeeming Ge, Jin Chen 0004. [doi]
• Differential Presentation and Delays in Treatment for Acute Myocardial Infarction Associated with Sex and Race/EthnicityHarry Reyes Nieva, Tony Sun, Sharon Lipsky Gorman, Grace Mao, Noemie Elhadad. [doi]
• Developing Framework for Healthy Coping Feedback Messages Evaluation from Diabetes Mobile AppsPloypun Narindrarangkura, Qing Ye, Suzanne A. Boren, Uzma Z. Khan, Eduardo C. Simões, Min Kim. [doi]
• Usability Testing of MedWISER3: A Novel, Card-Based Electronic Health Record InterfaceSoheb Osmani, Katherine L. Dauber-Decker, Sundas Khan, Sera Levy, Jennifer Itty, Thomas McGinn, Jan Horsky, Yalini Senathirajah. [doi]
• The Impact of Quality Feedback and Reporting on Hospital EHR Medication Safety ImprovementA Jay Holmgren, David W. Bates. [doi]
• Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admissionLaila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou 0003, Xiao Dong, Hua Xu 0001, Degui Zhi. [doi]
• Analyzing Associated Data Tracking via PubMed Secondary Source IDAmanda R. Sawyer, Vojtech Huser. [doi]
• Challenges of comprehensive automatic coding of presenting complaintsAnnie E. Bowles, Hannah Eyre, Scott L. DuVall, Olga V. Patterson. [doi]
• Clinical Term Embeddings from SNOMED CTFuad A. Zahra, Rohit J. Kate. [doi]
• Developing an Academic-Industry Internship to Train Next-Generation Biomedical InformaticiansTiffani J. Bright, Allison B. McCoy, Dilhan Weeraratne, Kim M. Unertl. [doi]
• Integrating Hospital Compare Data into the Health Services Research Data WarehouseMadison Vinson, Bunyamin Ozaydin. [doi]
• Systematic Study of Publicly Available Resources Addressing Legal Data Sharing IssuesMohammad Karim, Hye-Chung Kum, Cason D. Schmit. [doi]
• Balancing Access to Federal Data Sets with Enhancing Privacy and SecurityLisa B. Mirel, Stephanie Garcia, Stefan Jaeger, Patricia Keenan, Susan Lumsden. [doi]
• A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision SupportJustin G. Chambers, Tanya Podchiyska, Samson Tu, Amy Robinson, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein. [doi]
• WA Notify, A COVID-19 Exposure Notifications Tool: Modeling Cases Averted in Washington StateCourtney D. Segal, Zhehao Zhang, Bryant Thomas Karras, Janet G. Baseman. [doi]
• Self-Reported Symptoms for COVID-19 Public Health Surveillance: A Window to Social Determinants of HealthHope G. Gray, Mohanraj Thirumalai, Wayne H. Liang, James J. Cimino, Sue S. Feldman. [doi]
• State of the Art Causal Inference in the Presence of Extraneous Covariates: A Simulation StudyRaluca Cobzaru, Sharon Jiang, Kenney Ng, Stan Finkelstein, Roy Welsch, Zachary Shahn. [doi]
• Symptom clustering of patients with suspected acute cornary syndrome at emergency department triageStephanie O. Frisch, Zeineb Bouzid, Jessica Zegre-Hemsey, Holli DeVon, Harry Hochheiser, Ervin Sejdic. [doi]
• Clinical Decision Support in the Pediatric ICU: A Multi-Institution SurveyAdam C. Dziorny, Julia A. Heneghan, Moodakare A. Bhat, Dean Karavite, L. Nelson Sanchez-Pinto, Jennifer McArthur, Naveen Muthu. [doi]
• Use of Healthcare Information Technology and Data Platforms to Inform Pandemic Response: Perspectives at the Intersection of Academic Healthcare Provider Organizations and Industry PartnersAtul J. Butte, Christopher A. Longhurst, Amy Abernethy, Gretchen P. Jackson, Philip R. O. Payne. [doi]
• Modeling Variant Annotation (VA) Therapeutic Association Statements using a SEPIO-Based WorkflowYiqing Zhao, Matthew Brush, Hongfang Liu, Robert R. Freimuth. [doi]
• A Framework for Inferring Epidemiological Model Parameters using Bayesian NonparametricsOliver E. Bent, Charles Wachira, Sekou L. Remy, William Ogallo, Aisha Walcott. [doi]
• Technology and Data Sharing Preferences in mHealth Research InterventionsLeslie Park, Sabrina Mangal, Meghan Reading Turchioe, Annie C. Myers, Brittany N. Taylor, Ruth Masterson Creber. [doi]
• Extraction of Ambiguous Phrases Found Within Adverse Drug Event Mentions Using A Natural Language Processing-Based Annotation toolZhoujun Sun, Rubina F. Rizvi, Shilo Anders, Brett R. South, Elisabeth Scheufele, Karlis Draulis, Henry J. Feldman. [doi]
• Evaluating Primary Care Provider Work of Managing Asynchronous Messages through Electronic Health Record Access LogsBryan D. Steitz, Adam Wright. [doi]
• Impact of Comorbidity Profiles on Pain Trajectories in Breast Cancer Patients by Using Electronic Health Record DataJia-Wen Guo, Katherine A. Sward, Ann M. Lyons, Susan L. Beck, Gary W. Donaldson, Wendy W. Chapman, Lewis J. Frey. [doi]
• Predictors of Retention for Community-Based Telehealth Programs: A Study of the Telehealth Intervention Program for Seniors (TIPS)Melody K. Schiaffino, Zhan Zhang, David Sachs, John Migliaccio, Jina Huh-Yoo. [doi]
• Extracting Patient-level Social Determinants of Health into the OMOP Common Data ModelJimmy Phuong, Elizabeth Zampino, Nicholas J. Dobbins, Juan Espinoza, Daniella Meeker, Heidi Spratt, Charisse R. Madlock-Brown, Nicole Gray Weiskopf, Adam B. Wilcox. [doi]
• User Needs and Challenges in Information Sharing between Pre-Hospital and Hospital Emergency Care ProvidersZhan Zhang, Aleksandra Sarcevic, Karen Joy, Mustafa Ozkaynak, Kathleen Adelgais. [doi]
• Predicting-30 Day All-Cause Unplanned Hospital Readmission of Patients That Developed Acute Kidney Injury During Intensive Care Unit StayZaid K. Yousif, Mike Hogarth, Linda Awdishu. [doi]
• Assessing the Impact of COVID-19 on Clinician Electronic Health Record UseA Jay Holmgren, N. Lance Downing, Mitchell Tang, Christopher Sharp, Christopher A. Longhurst, Robert S. Huckman. [doi]
• Improving Outcomes for Pediatric Patients with Metabolic Conditions in the ED using User Centered Design for Order SetsSwaminathan Kandaswamy, Shabnam Jain, Dwight Chambers, William R. Wilcox, Beesan Agha, Sara Brown, Evan W. Orenstein. [doi]
• Improving MHC Class I Antigen Processing Prediction via Representation Learning and Cleavage Site-Specific KernelsPatrick J. Lawrence, Xia Ning. [doi]
• Evaluating the Downstream Performance Impact of Various Common Off-the-Shelf Clinical NLP ComponentsPaul M. Heider, Stéphane M. Meystre. [doi]
• Physicians with hybrid skillsets in digital health and informatics facilitate necessary innovation in mental health care delivery: A physician engagement strategyTania Tajirian, Brian Lo, Gillian Strudwick, Lydia Sequeira, Damian Jankowicz. [doi]
• Dissemination and Implementation of a Child Abuse Clinical Decision Support SystemSundas Khan, Isabel Barata, Dana Kaplan, Safiya Richardson, Francesca Bullaro, Sera Levy, Fatima Malik, Thomas G. McGinn, Emily Heineman, Rachel P. Berger. [doi]
• Reproducibility in biomedical natural language processing: A FAIR approach to what we need to knowKevin Bretonnel Cohen, Anna M. Ripple, Asma Ben Abacha, Olivier Bodenreider, Orin Hargraves, Karin Verspoor, Pierre Zweigenbaum, Dina Demner-Fushman. [doi]
• Investigating the Narratives of Anti-Asian Hate Speech on Twitter During the COVID-19 PandemicLu He, Ya Cheng, Tianyang Zhou, Yongxu Xian. [doi]
• Natural Language Processing and COVID-19 Predictive Analytics to Enable and Optimize SARS-CoV-2 Pooled TestingStéphane M. Meystre, Paul M. Heider, Jihad S. Obeid, Alexander V. Alekseyenko, James E. Madory. [doi]
• Feasibility of a Self-Administrated Elder Abuse Digital Screening Tool for Use in Emergency Department SettingsFuad Abujarad, Esther Choo, Michael Pantalon, Karen Jubanyik, Dziura James, Chelsea Edwards, Gail D'Onofrio, Thomas Gill. [doi]
• Recommendations on Building a Sustainable AMIA Centered Around Diversity, Equity and Inclusion Practices - A Preliminary ReportRubina F. Rizvi, Casey Overby Taylor, Carl E. Johnson, Tiffani J. Bright. [doi]
• Addition of auditable testing rational provides real-time information on hospital practice patternsMichael S. Icardi, Larry Mole, Mark Holodniy. [doi]
• BlockIoT: Blockchain-based Health Data Integration using IoT DevicesManan Shukla, Jianjing Lin, Oshani Seneviratne. [doi]
• Demonstrations in Synthetic Data and the National COVID Cohort Collaborative (N3C)Adam B. Wilcox, Randi E. Foraker, Jason A. Thomas, Jon D. Morrow, Noa Zamstein. [doi]
• Methodologies of nursing workflow studies: A scoping reviewYennuten Paarima, Po-Yin Yen. [doi]
• The Women in AMIA-led Podcast: Rebranding and Social Media Optimization to Focus on DiversityKarmen S. Williams, Mindy K. Ross, Adela Grando, Tiffany Harman, Rachael Howe, Kelly Evans, Wendy M. Ingram, Davina J. Zamanzadeh, Leyla B. Warsame, Zubin Khan, Anita C. Murcko, Omolola Ogunyemi. [doi]
• OneSource: Regulatory-grade Automated Data Capture in Multicenter TrialsCal Collins, Adam L. Asare, Mitra Rocca. [doi]
• Machine Learning Predictability of Clinical Next Generation Sequencing for Hematologic Malignancies to Guide High-Value Precision MedicineGrace Y. E. Kim, Morteza Noshad, Henning Stehr, Rebecca Rojansky, Dita Gratzinger, Jean Oak, Rondeep Brar, David Iberri, Christina Kong, James L. Zehnder, Jonathan H. Chen. [doi]
• Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation frameworkRishi J. Desai, Sebastian Schneeweiss, Keith Marsolo, Shirley Wang, Robert Ball. [doi]
• Use of the Electronic Health Record in Pediatric Medicine to Capture and Highlight Gender Identity in Order to Better Ensure Gender Affirming CareStacey T. Stokes, Jessica Herstek. [doi]
• Leveraging Transformer-based Sequential Sentence Models for Clinical Information ExtractionAnanya Poddar, Venkata Joopudi, Bharath Dandala, Ching-Huei Tsou. [doi]
• Launching into clinical space with medspaCy: a new clinical text processing toolkit in PythonHannah Eyre, Alec B. Chapman, Kelly S. Peterson, Jianlin Shi, Patrick R. Alba, Makoto M. Jones, Tamara L. Box, Scott L. DuVall, Olga V. Patterson. [doi]
• An exploration of information extraction models on transcribed patient visitsKevin Lybarger, Erica Qiao, Meliha Yetisgen. [doi]
• A New Corpus for Clinical Findings in Radiology ReportsWilson Lau, David Wayne, Spencer Lewis, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen. [doi]
• Binary and Categorical Models for automatic Acute Respiratory Distress Syndrome DetectionKirill Lipatov, Quan T. Do, Bradley Erickson, Brian W. Pickering, Vitaly Herasevich. [doi]
• Predicting COVID-19 Regional Case Loads with Synthetic DataAdam B. Wilcox, Noa Zamstein, Randi E. Foraker, Jason A. Thomas, Kenneth Wilkins, Jon D. Morrow. [doi]
• A Demonstration-Practice Based Electronic Health Record Efficiency Training for Residents and Fellows at a Large Multisite Healthcare SystemRaghuveer Puttagunta, Spencer Tavares, Shikha Sinha, Leyla B. Warsame, Heather L. Marney, Bruce Levy. [doi]
• Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information ExtractionVenkata Joopudi, Ananya Poddar, Bharath Dandala, Ching-Huei Tsou. [doi]
• eConsent Process FrameworkBenjamin Chisum, Kevin M. Johnson, James Ruesch, Patti Spencer, Pallavi RanadeKharkar. [doi]
• Assessing the Use of HL7® FHIR® Among Healthcare AppsBrian J. Douthit, Guilherme Del Fiol, Chloe Canon, Jessica Branski, Titus K. Schleyer, Rachel L. Richesson. [doi]
• Broadband Internet Access as a Social Determinant of Health With Impacts on Health Disparities During COVID-19Marianne Sharko, Natalie C. Benda, Tiffany C. Veinot, Cynthia Sieck, Jessica S. Ancker. [doi]
• Simulating Screening for Risk of Childhood Diabetes: The Collaborative Open Outcomes tooL (COOL)Mohamed F. Ghalwash, Eileen Koski, Riitta Veijola, Jorma Toppari, William Hagopian, Marian Rewers, Vibha Anand. [doi]
• Primary Care Providers' Needs for Usable Clinical Prediction Rule PresentationsIvan Rahmatullah, Andrea L. Hartzler. [doi]
• Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patientsNavchetan Kaur, Boris Oskotsky, Atul J. Butte, Zicheng Hu. [doi]
• Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health CareJiyoun Song, Marietta Ojo, Margaret V. McDonald, Kenrick Cato, Sarah Collins Rossetti, Yolanda Barrón, Sridevi Sridharan, Sena Chae, Mollie Hobensack, Kathryn H. Bowles, Maxim Topaz. [doi]
• Proactive Documentation Design to Meet Needs Now and LaterZachary C. Liao, Michelle Stoffel, Michael G. Leu, J. P. Giliberto, Justin Birge, Laura Higdon, Angad P. Singh. [doi]
• The impact of COVID-19 pandemic on health information sharing and patient-generated health data: findings from the Health Information National Trends Survey 2020Zidan Wang, Jiancheng Ye. [doi]
• Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe ObesityMarianne Sharko, Yongkang Zhang, Yiye Zhang, Evan Sholle, Sajjad Abedian, Meghan Reading Turchioe, Jessica S. Ancker. [doi]
• The added value of natural language processing in automated analysis of patient experiencesMarieke M. van Buchem, Olaf M. Neve, Hileen Boosman, Ilse Kant, Erik F. Hensen. [doi]
• Multi-Modal Data Science for Healthcare: State of the Art, Challenges, and OpportunitiesYuan Luo, Fei Wang, Benjamin S. Glicksberg, Jessilyn Dunn, Nigam Shah. [doi]
• Strategies to Engage Traditionally Marginalized Patients in Patient PortalHeidi Carpenter, Jacqueline Antoun, Roman Gusdorf, Austin Triana, Elisa Friedman, Samuel T. Rosenbloom. [doi]
• COVID-19 Dashboard: Visual Exploration of the Regional Pandemic TrendHuan He, Liwei Wang, Andrew Wen, Ming Huang, Yanshan Wang, Hongfang Liu. [doi]
• Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic TypesAaron S. Eisman, Katherine A. Brown, Elizabeth S. Chen, Indra Neil Sarkar. [doi]
• Informing Symptom Science Using a Citizen Science Application in the COVID-19 PandemicCaitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Noémi Elhadad, Suzanne Bakken. [doi]
• VA's National Telehealth Program: Contrasting Telehealth Modalities used by Primary Care and Mental Health Specialties during the COVID-19 PandemicLucinda B. Leung, Lisa Rubinstein, Erin Jaske, Chelle L. Wheat, Karin Nelson, Bradford L. Felker. [doi]
• Towards building a Recommender System: Analyzing Resource Sharing on an Online Ovarian Cancer CommunityKhushboo Maulikmihir Thaker, Susan Birkhoff, Vivian Hui, Zhendong Wang, Peter Brusilovsky, Daqing He, Young Ji Lee. [doi]
• Predictive Model for Inpatient MortalityJoshua C. Smith, Allison B. McCoy, John A. Morris, Asli Weitkamp. [doi]
• Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology ReportsMirza S. Khan, Bennett A. Landman, Stephen A. Deppen, Michael E. Matheny. [doi]
• Children's Designs for the Future of TelehealthErin Beneteau, Ann Paradiso, Wanda Pratt. [doi]
• A Comparative Time-to-Event Analysis Across Health SystemsMohamed F. Ghalwash, Prithwish Chakraborty, Akira Koseki, Hiroki Yanagisawa, Toshiya Iwamori, Ray Tokumasu, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki, Michiharu Kudo, Daby Sow. [doi]
• A Comparison of Exhaustive and Non-lattice-based Methods for Auditing Hierarchical Relations in Gene OntologyRashmie Abeysinghe, Fengbo Zheng, Licong Cui. [doi]
• Systematic replication of smoking disease associations in the All of Us Research ProgramDavid J. Schlueter, Lina M. Sulieman, Jacob Keaton, Tracey Ferrara, Kyle Webb, Ariel Williams, Francis Ratsimbazafy, Jun Qian, Lisa Bastarache, Andrea H. Ramirez, Joshua C. Denny. [doi]
• Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer ChallengesSungrim Moon, Huan He, Jungwei Fan. [doi]
• Designing a Data Quality Characterization Tool for Fitness Tracker DataSylvia Cho, Karthik Natarajan. [doi]
• User Centered Design of a Clinical Deterioration Response System for Outpatient Cancer PatientsMegan E. Salwei, Laurie L. Novak, Shilo Anders, Kim M. Unertl, Carrie Reale, Joyce M. Harris, Jason M. Slagle, Leigh Anne Tang, Michelle Gomez, Zhoujun Sun, Madhavi Mani, Reena Zhang, Akhil Choudhary, Paromita Nath, Matthew B. Weinger, Daniel J. France. [doi]
• The Relationship between Multiple Methods used to Obtain Health Information and Use of Outside Information by HospitalsJordan Everson, Vaishali Patel. [doi]
• Fighting COVID-19 with FHIR: Latest Developments from the COVID-19 Knowledge Accelerator (COKA)Brian S. Alper, Harold P. Lehmann, Joanne Dehnbostel, Andrey Soares, Vignesh Subbian. [doi]
• Vaping at the VA: Developing an Annotated Corpus of Electronic Cigarette Mentions in Clinical Notes at the Department of Veterans AffairsMike Conway, Patrick R. Alba, Shu-Hong Zhu, Olga V. Patterson. [doi]
• Deep learning detection of reticular pseudodrusen using multi-modal, multi-task, and multi-attention mechanisms: towards automated and accessible classification of age-related macular degenerationQingyu Chen 0001, Tiarnan D. Keenan, Emily Y. Chew, Zhiyong Lu. [doi]
• Stakeholder-driven "Art of the Possible" Patient Journeys for COVID-19 and Beyond; Current and Future Steps to Fully Realize this VisionJerome A. Osheroff, Brian S. Alper, Christopher J. Tignanelli, Julia L. Skapik. [doi]
• Hand hygiene monitoring by positioning technology utilizing IoT devicesKeiko Yamashita, Shintaro Oyama, Satoshi Yamashita, Chiaki Funada, Kikue Sato, Taiki Furukawa, Aki Sugano, Daisuke Kobayashi, Hiroshi Tomozawa, Yuji Sakamoto, Yoshinori Ideno, Kensaku Mori, Yoshimune Shiratori. [doi]
• Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical SystemMichael Ripperger, Drew Wilimitis, William W. Stead, Kevin B. Johnson, Colin G. Walsh. [doi]
• Leveraging precisionFDA and Synthetic Data to Improve Veteran HealthcareBocheng Jing, Anish Prasanna, Elaine Johanson, Sarah Stephens, Samir Lababidi, Ezekiel J. Maier, Amanda Purnell. [doi]
• Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatologyHannah A. Burkhardt, George Alexopoulos, Michael D. Pullmann, Thomas D. Hull, Patricia A. Areán, Trevor A. Cohen. [doi]
• Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey StudyMohit Manoj Sharma, Yonaka Harris, Yiye Zhang, Jyotishman Pathak. [doi]
• Development of a multi-class deep-learning algorithm capable of diagnosing many histopathologic entities in digital pathologyGregory T. Brown, Sudhir Sornapudi, Paul Fontelo. [doi]
• Assessing Data Quality of Higher Frequency Time Series Vital Signs Captured in Intensive Care UnitsAli S. Afshar, Yijun Li, Zixu Chen, Yuxuan Chen, Jae Lee, Darius Irani, Aidan Crank, Digvijay Singh, Michael H. Kanter, Nauder Faraday, Hadi Kharrazi. [doi]
• Gene-Based Analysis Reveals Sex-Specific Genetic Risk Factors of COPDJaehyun Joo, Blanca E. Himes. [doi]
• Feasibility study of audio recording patient-clinician verbal communications in home healthcare settingsMaryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz. [doi]
• Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE NetworkJennifer A. Pacheco, Luke V. Rasmussen, Ken Wiley, Thomas N. Person, David J. Cronkite, Sunghwan Sohn, Shawn N. Murphy, Justin H. Gundelach, Vivian S. Gainer, Victor M. Castro, Cong Liu, Todd Lingren, Frank D. Mentch, Agnes S. Sundaresan, Garrett Eickelberg, Valerie Willis, Al'ona Furmanchuk, Roshan Patel, David S. Carrell, Marc S. Williams, Elizabeth W. Karlson, Jodell E. Linder, Yuan Luo 0001, Chunhua Weng, Wei-Qi Wei. [doi]
• Consolidated Environmental and Social Data Facilitates Neighborhood-Level Health Studies in PhiladelphiaColin W. Christie, Sherrie Xie, Avantika R. Diwadkar, Rebecca Greenblatt, Alexandra A. Rizaldi, Blanca E. Himes. [doi]
• Design of digital walking programs that engage prostate cancer survivors: Needs and preferences from focus groupsSavitha Sangameswaran, Courtney Segal, Dori E. Rosenberg, Reggie Casanova-Perez, David J. Cronkite, John L. Gore, Andrea L. Hartzler. [doi]
• Impact of Clinical and Genomic Factors on COVID-19 Disease SeveritySanjoy Dey, Aritra Bose, Subrata Saha, Prithwish Chakraborty, Mohamed F. Ghalwash, Filippo Utro, Aldo Guzmán-Sáenz, Kenney Ng, Jianying Hu, Laxmi Parida, Daby Sow. [doi]
• Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation OntologyShruthi Chari, Prithwish Chakraborty, Oshani Seneviratne, Mohamed F. Ghalwash, Daniel M. Gruen, Daby Sow, Deborah L. McGuinness. [doi]
• Testing of a Risk-Standardized Major Bleeding and Venous Thromboembolism Electronic Clinical Quality Measure for Elective Total Hip and/or Knee ArthroplastiesTroy Li, Mica R. Curtin-Bowen, Avery Pullman, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, Alexandra C. Businger, Aileen Davis, Jay R. Lieberman, Bonnie Blanchfield, David W. Bates, Patricia C. Dykes. [doi]
• Pre- and Intra-COVID-19 Comparison of Nursing Flowsheet Documentation Burden in Acute and Critical Care UnitsSarah Collins Rossetti, Graham Lowenthal, Christopher Knaplund, Min-Jeoung Kang, Patricia C. Dykes, Sandy Cho, Po-Yin Yen, Kenrick Cato. [doi]
• Using Genomic Association Replication Rates as an EHR Quality Measure via the Phenotype-Genotype Reference Map (PGRM)Sarah Delozier, Josh F. Peterson, Joshua C. Denny, Lisa Bastarache. [doi]
• Identifying Sleep-Related Factors Associated with Cognitive Function in a Hispanics/Latinos Cohort: A Dual Random Forest ApproachXiaojin Li, Licong Cui, Fei Wang, Paul E. Schulz, Guo-Qiang Zhang 0001. [doi]
• Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network ModelsYiJun Shao, Ali Ahmed, Edward Zamrini, Yan Cheng, Qing Zeng-Treitler. [doi]
• Colorectal Polyp Extraction System (CoPEx): A Natural Language Processing Pipeline to Extract Colorectal Polyp Characteristics from Pathology ReportsRyzen Benson, Candace Winterton, Maci Winn, Mei Liu, Noor Abu-El-Rub, John F. Hurdle, Mike Conway, Andrew Gawron, Sheetal Hardikar. [doi]
• Image-based Phenotyping for Risk Stratification in the National Lung Screening TrialMirza S. Khan, Kaiwen Xu, Stephen A. Deppen, Kim L. Sandler, Bennett A. Landman. [doi]
• Towards Digestible Digital Health Solutions: Application of a Health Literacy Inclusive Development Framework for Peripartum Depression ManagementAlexandra Zingg, Tavleen Singh, Sahiti Myneni. [doi]
• Colonizing Microbiome as a Determinant of COVID-19 Outcome: A Pilot StudyAlexander V. Alekseyenko, Bashir Hamidi, Stéphane M. Meystre. [doi]
• Quantifying Changes in Resident-Patient Interactions During the COVID-19 Pandemic Using EHR Audit LogsMark V. Mai, Naveen Muthu, Bryn Carroll, Anna Costello, Dan West, Adam Dziorny. [doi]
• Tracking the COVID-19 outbreak in India via TwitterSahithi Lakamana, Abeed Sarker. [doi]
• Electronic Health Record Use for Improving Patient Outcomes for School-Aged Children with Chronic ConditionsChristina Baker, Figaro Loresto. [doi]
• Accurately and Privately Reporting Crowdsensed COVID-19 DataHafiz Salman Asif, Periklis A. Papakonstantinou, Stephanie Shiau, Vivek K. Singh 0001, Jaideep Vaidya. [doi]
• Dashboard for Machine Learning Models in Health CareWejdan Bagais, Janusz Wojtusiak. [doi]
• Developing clinical prediction models using primary care electronic health record data - the impact of methodological choices on model performanceHendrikus J. A. van Os, Jos P. Kanning, Marieke J. H. Wermer, Niels H. Chavannes, Mattijs E. Numans, Ynte M. Ruigrok, Erik W. van Zwet, Ewout W. Steyerberg, Hein Putter, Rolf H. H. Groenwold. [doi]
• Improving Clinical Decision Support by Empowering Users: The Clickbusters ProgramAdam Wright, Elise M. Russo, Arianna E. Nimocks, Jon G. Jackson, Jonathan P. Wanderer, Neal Patel, Kevin B. Johnson, Allison B. McCoy. [doi]
• Evolving the PCORnet data pipeline for National COVID Cohort Collaborative (N3C)Adam M. Lee, Marshall Clark, Sofia Z. Dard, Kellie M. Walters. [doi]
• A Generalizable Framework for Cost-Effectiveness Analysis of Antihypertensive Drugs Leveraging Real-World EvidenceDouglas Arneson, Rohit Vashisht, Vivek A. Rudrapatna, Atul J. Butte. [doi]
• Imprecision and Preferences in Interpretation of Verbal Probabilities in Health: A Systematic ReviewKaterina Andreadis, Ethan Chan, Minha Park, Natalie C. Benda, Mohit Manoj Sharma, Michelle Demetres, Diana Delgado, Elizabeth Sigworth, Qingxia Chen, Andrew Liu, Lisa Grossman Liu, Marianne Sharko, Brian J. Zikmund-Fisher, Jessica S. Ancker. [doi]
• Human Factors Considerations in Transitions in Care Clinical Decision Support System Implementation StudiesErin E. Kennedy, Kathryn H. Bowles. [doi]
• Challenges and Opportunities of Information Technology Adoption by the Caregivers of Home Care PatientsOnimi Jademi, Abir Rahman, Günes Koru. [doi]
• Enhancing Clinical Relevance of Health Behavior Insights via SemanticsJonathan J. Harris, Deborah L. McGuinness, Marco Monti, Oshani Seneviratne, Mohammed J. Zaki, Ching-Hua Chen. [doi]
• Feasibility of using machine learning on insurance claims to identify correlates of lower extremity amputation in insured adults with type 2 diabetes who initiate treatment with sodium-glucose co-transporter 2 (SGLT-2) inhibitorsYuan Luo, Andrew J. Cooper, Raymond Kang, Ronald Ackermann. [doi]
• Being SaskWell: Implementing a Two-Way Texting Service to Support Mental Health and Wellness ConnectivityTracie Risling, Gillian Strudwick, Iman Kassam, Courtney Carlberg, John Tyler Moss. [doi]
• Using Machine Learning to Support Transfer of Best Practices in HealthcareSebastian Caldas, Jieshi Chen, Artur Dubrawski. [doi]
• Advancing National HIE Measurement by Using Shared Patients VolumeJordan Everson, Julia Adler-Milstein. [doi]
• How Will AMIA Lead? An Environmental Scan of Diversity, Equity, and Inclusion Activities within the Healthcare and Health IT SpaceTiffani J. Bright, Carolyn Petersen, Karen Wang, Clair A. Kronk, Patricia C. Dykes. [doi]
• Creation of a Mapped, Machine-Readable Taxonomy to Facilitate Extraction of Social Determinants of Health Data from Electronic Health RecordsSvati B. Patel, Nam Nguyen. [doi]
• School District COVID-19 Response Policies Across DemographicsRicky Flores, Ellen K. Kerns, Russell J. McCulloh, Aubree C. Honcoop, Martina A. Clarke. [doi]
• Informatics Career Journeys Among Academic, Government and Industrial RolesJane L. Snowdon, Patricia F. Brennan, Judy Murphy, Marion J. Ball, Yull E. Arriaga. [doi]
• Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining StudyMollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz. [doi]
• Expanding Exposure Notification Verification Code Issuance in WA StateAmanda Higgins, Shannon O'Keefe, Bryant Thomas Karras. [doi]
• Outpatient Portal Use in Pregnant Women for Blood Glucose ManagementPriti Singh, Pallavi Jonnalagadda, Evan Morgan, Naleef Fareed. [doi]
• Understanding the use of pharmacological knowledge bases in clinical careShilo Anders, Laurie L. Novak, Nawshin Kutub, Carrie Reale, Daniel J. France, Christopher L. Simpson, Courtney A. Vanhouten, Karlis Draulis, Rubina F. Rizvi, Tiffani J. Bright, Gretchen P. Jackson, Anita M. Preininger. [doi]
• Integrative Analyses Identify Susceptibility Genes Underlying COVID-19 HospitalizationKritika Singh, Gita Pathak, Tyne Miller-Flemming, Frank Wendt, Nava Ehsan, Kangcheng Hou, Ruth Johnson, Zeyun Lu, Shyamalika Gopalan, Loic Yang, Pejman Mohammadi, Bogdan Pasaniuc, Renato Polimanti, Lea Davis, Nicholas Mancuso. [doi]
• Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability StudyNatalie C. Benda, Pascal S. Brandt, Jessica S. Ancker, Jennifer A. Pacheco, Prakash Adekkanattu, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen. [doi]
• Developing an Ontology for Social and Behavioral Determinants of HealthHansi Zhang, Xi Yang 0015, Thomas J. George, William R. Hogan, Jiang Bian 0001, Yonghui Wu. [doi]
• Predicting Motor Responsiveness to Deep Brain Stimulation with Machine LearningKevin J. Krause, Fenna Phibbs, Thomas Davis, Daniel Fabbri. [doi]
• AM2BERT: attention guided and regularized transformer-based multi-label classification model for COVID-19 literature curationQingyu Chen 0001, Jingcheng Du, Alexis Allot, Zhiyong Lu. [doi]
• Mining for parameters in literature: the case of defining electrical stimulation protocolsMarco Prenassi, Roberto Prandin, Viviana Paolini, Annamaria Caruso, Sara R. Marceglia. [doi]
• Axes of Prognosis: Identifying Subtypes of COVID-19 OutcomesEmma Whitfield, Claire Coffey, Huayu Zhang, Ting Shi, Xiaodong Wu, Qiang Li, Honghan Wu. [doi]
• Planning Equitable Clinical Trial Enrollment using Integer ProgrammingMiao Qi, Amar K. Das, Kristin P. Bennett. [doi]
• LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-RaysShreyas Bhave, Pierre Elias, Victor Alfonso Rodriguez, Timothy Poterucha, Simi Mutasa, Jay Leb, Nir Uriel, Adler J. Perotte. [doi]
• A Return to Workplace Health Advisor Implementing Public Health Guidance for Safe Re-Opening During a PandemicAnita M. Preininger, Fernando J. Suarez Saiz, Jaimie Gorman, Brian Gibbemeyer, Gretchen P. Jackson. [doi]
• Identifying Open-Source Health Information Technology Tools for Healthcare ResearchersRonald E. Romero Barrientos, Siddhartha Nambiar, Tracy Kim, Julia Sheehan, Laura C. Schubel, Sadaf Kazi, Kristen E. Miller. [doi]
• Inconsistencies in handling missing data across stages of prediction modelling: a review of methods usedAntonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland. [doi]
• Transforming Healthcare through Patient-Generated Health Data IntegrationChun-Ju Hsiao, Deborah J. Cohen, Ida Sim, Leslie A. Lenert, Danielle C. Lavallee. [doi]
• Building a Self-Service Analytics Ecosystem for Program Data Sharing and Dashboards (NIH 'All of Us' Precision Medicine Initiative)Toufeeq Ahmed. [doi]
• Identifying Opioid Use Disorder from Longitudinal Healthcare Data using a Multi-stream TransformerSajjad Fouladvand, Jeffery C. Talbert, Linda P. Dwoskin, Heather M. Bush, Amy Lynn Meadows, Lars E. Peterson, Steve K. Roggenkamp, Ramakanth Kavuluru, Jin Chen. [doi]
• Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 TweetsYunpeng Zhao, Pengfei Yin, Yongqiu Li, Xing He, Jingcheng Du, Cui Tao, Yi Guo 0005, Mattia C. F. Prosperi, Pierangelo Veltri, Xi Yang 0015, Yonghui Wu, Jiang Bian 0001. [doi]
• Impact of Coronavirus-2019 on Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in the United States: A Descriptive ApproachAwais Ashfaq, Geoffrey M. Gray, Jennifer Carapellucci, Ernest Amankwah, Luis M. Ahumada, Mohamed A. Rehman, Michael Puchalski, Andrew Smith, James Quintessenza, Alfred Asante-Korang. [doi]
• Application of a Pharmacy Alert Management Program to Reduce Nuisance Medication Clinical Decision Support AlertsSean S. Garcia, Vera L. Taylor, Michael W. Mickan, Sandy Kyriakos, Nnaemeka G. Okafor. [doi]
• Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment DesignBen J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi. [doi]
• Quantifying the Period Prevalence of Autoimmune Diseases Across the United StatesGagana Borra, Joshua M. Landman, Randi E. Foraker. [doi]
• Precision VISSTA Study: mHealth Physical Activity Patterns and Patient-Reported Outcomes in Patients with Inflammatory Bowel DiseasesAshley C. Griffin, Lucas Mentch, Feng-Chang Lin, Arlene E. Chung. [doi]
• Making Health AI Work in the Real World: Strategies, innovations, and best practices for using AI to improve care deliverySuchi Saria, Marzyeh Ghassemi, Ziad Obermeyer, Karandeep Singh, Pei-Yun S. Hsueh, Eric Topol. [doi]
• TeamTat: A Collaborative Text Annotation Tool for Creating Gold-Standard CorporaRezarta Islamaj, Dongseop Kwon, Sun Kim, Zhiyong Lu. [doi]
• COVID-19 Mortality Prediction among Patients with Cancer Using a Large National CohortFeifan Liu, Noha Sharafeldin, Vithal Madhira, Katie R. Bradwell, Qianqian Song, Benjamin Bates, Yu R. Shao, Jing Su, Alfred Anzalone, Timothym Bergquist, Sarah Cutrona, Ben S. Gerber, Peter N. Robinson, Justin Guinney, Umit Topaloglu. [doi]
• Addressing the Digital Divide to Promote Health EquityGuilherme Del Fiol, Chelsey R. Schlechter, Bryan Gibson, Thomas J. Reese, David W. Wetter. [doi]
• Can ICD-11 Replace ICD-10-CM for Morbidity Coding in the U.S.?Kin Wah Fung, Julia Xu, Shannon McConnell-Lamptey, Donna Pickett, Olivier Bodenreider. [doi]
• COVID-19-Catalyzed and Informatics-Driven Evolution to a Learning Health SystemAllen Hsiao, Lisa Stump, Nitu Kashyap. [doi]
• Extraction of Active Medications and Adherence Using Natural Language Processing for Glaucoma PatientsWei-Chun Lin, Jimmy Chen, Joel V. Kaluzny, Aiyin Chen, Michael F. Chiang, Michelle R. Hribar. [doi]
• Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 VaccinesSiru Liu, Jialin Liu. [doi]
• Informatics-izing the National Institutes of HealthClement J. McDonald, Patricia Flatley Brennan, Michael F. Chiang, Joshua Denny, Zhiyong Lu. [doi]
• Adaptable Patient facing and Clinical Decision Support Systems: The Next FrontierMustafa Ozkaynak, Karen Dunn Lopez, Adam Wright, Andrew D. Boyd, Blackford Middleton. [doi]
• Opportunities and Challenges in Health and Clinical Informatics Careers and the Future of the ProfessionAmy Y. Wang, Jodi Kodish-Wachs, Deepti Pandita, Thomas Agresta, Catherine H. Ivory. [doi]
• Latinx Acculturation Scales: Scoping Review and Novel Scale Selection ToolAnweysha Bhowmik, Logan Cameron, Julia Ivanova, Stanley Haynes, Ariana Cano, George Runger, Anita C. Murcko. [doi]
• Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image GenerationZhaohui Liang, Jimmy X. Huang. [doi]
• Perspectives on Developing and Implementing Shareable, Interoperable Clinical Decision Support for Chronic Pain: The CDS4CPM ProjectJoshua E. Richardson, Cheng-Kai Kao, Laura H. Marcial, Bryn Rhodes, Asli Weitkamp. [doi]
• Engaging the disengaged: recommendations for partnering with transitional aged youth to improve mental health help-seeking in the digital ageBrian Lo, Jenny Shi, Howard W. Wong, Alexxa Abi-Jaoudé, Elisa Hollenberg, Andrew Johnson 0006, David Wiljer. [doi]
• An AI Model to Screen for the Novel Coronavirus in Emergency Department Clinical NotesJohn Del Gaizo, Garett Hayes, Jihad S. Obeid. [doi]
• Exploring Automatic Summarization of the Hospital CourseGriffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noemie Elhadad. [doi]
• An Evaluation of Solor and ANF Assignment to HL7 Knowledge Artifacts using High Definition Natural Language ProcessingMelissa P. Resnick, Frank LeHouillier, Steven H. Brown, Keith E. Campbell, Diane Montella, Peter L. Elkin. [doi]
• MyEDCare: Evaluation of a Smartphone-based Emergency Department Discharge ProcessPeter A. D. Steel, David Bodnar, Maryellen Bonito, Jane Torres-Lavoro, Dona Bou Eid, Andrew Jacobowitz, Yifan Liu, Amos Shemesh, Robert Tanouye, Patrick Rumble, Daniel Dicello, Rahul Sharma, Brenna Farmer, Sandra Pomerantz, Yiye Zhang. [doi]
• Cyberchondria: Does mHealth Technology Reassure Patients or Promote Hypervigilance? An Observational Cohort Study Following Total Joint ArthroplastyBenjamin I. Rosner. [doi]
• Older adults' personal health information management: The role and perspective of various healthcare providersAlyssa L. Bosold, Shih-Yin Lin, Jean O. Taylor, George Demiris, Anne M. Turner. [doi]
• Patient Perspectives on 'FH Family Share, ' a Tool to Increase Uptake of Cascade Testing for Familial HypercholesterolemiaHana Bangash, Ahmed Makkawy, Justin H. Gundelach, Alexandra Miller, Aaron Leppin, Iftikhar J. Kullo. [doi]
• How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use CasesAnia Syrowatka, Masha Kuznetsova, Ava Alsubai, Adam L. Beckman, Paul A. Bain, Kelly J. Thomas Craig, Jianying Hu, Gretchen P. Jackson, Kyu Rhee, David W. Bates. [doi]
• Advancing Interoperability: Analysis of EHR Interoperability Measurement CapabilitiesAnita Samarth, Amit Trivedi, Steven R. Lane, Vaishali Patel. [doi]
• Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data SummarizationAshutosh Jadhav, Tyler Baldwin, Joy T. Wu, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood. [doi]
• On the explainability of hospitalization prediction on a large COVID-19 patient datasetIvan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz, Lydia Bessaï, Alexander Büsser, Ludovico Furlan, Raffaello Furlan, Mauro Gatti, Andrea Giovannini, Ellen Hoeven, Chiara Marchiori. [doi]
• The GA4GH Variation Representation Specification (VRS): a Computational Framework for the Precise Representation of Molecular VariationAlex H. Wagner, Lawrence J. Babb, Melissa S. Cline, Helen Schuilenburg, Tristan Nelson, Robert R. Freimuth, Reece Hart. [doi]
• Service Delivery Adaptations: Telehealth Creative Arts Therapy in the Veterans Health AdministrationKristin M. Story, Sheri L. Robb, Alaina Preddie, Mindy E. Flanagan, Teresa M. Damush. [doi]
• COVID Deniers: Analyzing #Scamdemic and #Plandemic TweetsHeather D. Lanier, Sameh N. Saleh, Christoph U. Lehmann, Richard J. Medford. [doi]
• Predictive and Causal Analysis of No-Shows for Medical Exams During COVID-19: A Case Study of Breast Imaging in a Nationwide Israeli Health OrganizationMichal Ozery-Flato, Ora Pinchasov, Miel Dabush-Kasa, Efrat Hexter, Gabriel Chodick, Michal Guindy, Michal Rosen-Zvi. [doi]
• Prediction of COVID-19 Case Severity Using Synthetic Data Derived from the National COVID Cohort CollaborativeNoa Zamstein, Andrew J. Neumann, Randi E. Foraker, Jason A. Thomas, Adam B. Wilcox, Jon D. Morrow. [doi]
• Integrating Medical and Dental Histories for Translational ScienceDarren W. Henderson, Malini S. Kirakodu, James R. Aaron, Tamela J. Harper, Daniel R. Harris, Jeffery C. Talbert, Luciana M. Shaddox. [doi]
• Quantifying Spatial Tumor Heterogeneity Using Single-Cell ProteomicsAdriano Martinelli, Aditya Kashyap, Anna Fomitcheva Khartchenko, Govind V. Kaigala, Maria Anna Rapsomaniki. [doi]
• Racial Representation Analysis in Dermatology Academic MaterialsGirmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter Staar, Skyler Speakman, Kenya Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou. [doi]
• Evaluation of Token Collections and Matching Models to Support Privacy-Preserving Record Linkage (PPRL)Shaun J. Grannis, Abel N. Kho, Jasmin Phua, Suranga Nath Kasthurirathne. [doi]
• A Qualitative Exploration of Nurses' Numeracy and Understanding of Predictive ModelsInSook Cho, MeeRa Song, So Yun Shim, So Young Dan. [doi]
• AI Assisted Mobile Triage App: Assessment of Time to Decide, Choice of Course of Action, Confidence Level, and Perceived UsabilityAdam Rich, Camille Whicker, Phung Matthews, Charlene R. Weir, Damian A. Borbolla. [doi]
• Policy Alienation as a Source of HITECH Act-Related BurnoutJoseline Amado, Yousef Latif, Mustafa I. Hussain. [doi]
• Evaluating Brain Age Models in Adolescents with CHDJoy Roy, Ashok Panigrahy, Rafael Ceschin. [doi]
• Technology to Support Collaborative Dissemination of Research with Alaska Native CommunitiesLisa G. Dirks, Wanda Pratt. [doi]
• Contextual Predictors of Medication Persistence for Patients on Oral Hypoglycemic DrugsZhiguo Li, Chandramouli Maduri, Ching-Hua Chen. [doi]
• Advance Care Planning Documents Should be 'FAIR': Towards Findable, Accessible, Interoperable, and Reusable Advance Care Planning DocumentationElizabeth Umberfield, Susan E. Hickman, Titus K. Schleyer. [doi]
• On Constraints and Considerations for Extending Support for Natural Language Processing-Based FHIR Resource GenerationAndrew Wen, Luke V. Rasmussen, Daniel J. Stone, Sijia Liu, Prakash Adekkanattu, Pascal S. Brandt, Jennifer A. Pacheco, Yuan Luo, Fei Wang, Jyotishman Pathak, Hongfang Liu, Guoqian Jiang. [doi]
• An Interactive Data Extraction System to Create the Living Systematic Reviews and Meta-AnalysisIrbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu. [doi]
• Analyzing COVID-19 Case Report Forms Data from the All of Us ProgramCraig S. Mayer, Nick Williams, Vojtech Huser. [doi]
• Hybrid Ensemble-Rule Algorithm for Improved MEDLINE® Sentence Boundary DetectionDaniel X. Le, James G. Mork, Sameer Antani. [doi]
• Do Clusters and Sequence of Symptoms Predict COVID-19 Test Results?Janusz Wojtusiak, Wejdan Bagais, Hedyeh Mobahi, Elina Guralnik, Amira Roess, Farrokh Alemi. [doi]
• Accessing Electronic Medical Record Data Through a Breast Cancer Prevention Decision Support Tool: Usability and Pilot Testing of a SMART on FHIR APIThomas B. Silverman, Jacquelyn Amenta, Jill Dimond, Cynthia Law, Tarsha Jones, Katherine Crew, Rita Kukafka. [doi]
• Representation Requires Intentionality: Our Journey to Creating a Diverse Informatics WorkforceTiffani J. Bright, Chinyere Agunwa, Kim M. Unertl, Oliver J. Bear Don't Walk, Yalini Senathirajah. [doi]
• Early Detect COVID-19 Presenting Symptoms and Characteristics Using Natural Language Processing on Electronic Health RecordsJuan Zhao 0003, Monika E. Grabowska, Wei-Qi Wei. [doi]
• Early Prediction of Autism Spectrum Disorder Using Health Claims DataYu-Hsin Chen, Qiushi Chen, Lan Kong, Guodong Liu. [doi]
• Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health RecordsLauren A. Lepow, Braja Gopal Patra, Isotta Landi, Prakash Adekkanattu, Jyotishman Pathak, Mark Olfson, J. John Mann, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Priya Wickramaratne, Myrna Weissman, Benjamin S. Glicksberg, Alexander Charney. [doi]
• Characterization of Electronic Health Record Documentation Shortcuts: Does the use of dotphrases increase efficiency in the Emergency Department?Rimma Perotte, Christina Hajicharalambous, Gregory Sugalski, Joseph Underwood. [doi]
• Evaluating the Scope of Collaboration Among Primary Care Teams through Electronic Asynchronous CommunicationArianna E. Nimocks, Bryan D. Steitz, Adam Wright. [doi]
• A Scoping Review of Informatics Research for Clinical Practice VariationSunghwan Sohn, Sungrim Moon, Larry J. Prokop, Victor M. Montori, Jungwei Fan. [doi]
• Comparing Older and Younger Adults Perceptions of Voice and Text-based Search for Consumer Health Information TasksKaren Bonilla, Brian Gaitan, Jamie Sanders, Noami Khenglawt, Aqueasha Martin-Hammond. [doi]
• Spillover Effects from the HITECH Act on Innovation in Medical InformaticsNate C. Apathy, A. Jay Holmgren, Shane Greenstein. [doi]
• Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level DataCheng Cheng 0001, Helen Zhou, Jeremy C. Weiss, Zachary C. Lipton. [doi]
• Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE)Shawn N. Murphy, Hossein Estiri, Arianna Dagliati, Riccardo Bellazzi, John H. Holmes. [doi]
• Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suitesWilliam Digan, Aurélie Névéol, Antoine Neuraz, Maxime Wack, David Baudoin, Anita Burgun, Bastien Rance. [doi]
• Healthcare System Performance on Unsafe Medication Orders in the 2019 CPOE Evaluation ToolZoe Co, Lisa P. Newmark, David C. Classen, Diane L. Seger, Melissa Danforth, Jessica M. Cole, David W. Bates. [doi]
• Content in Context - Individualizing Knowledge Resources for Delivery at the Point of CareJane L. Shellum, Davide Sottara, Robert R. Freimuth, Aaron Nathan, Adam M. Bartscher. [doi]
• Understanding Algorithmic Bias in Clinical Prediction ModelsMengying Yan, Michael J. Pencina, Benjamin Alan Goldstein. [doi]
• Multi-horizon prediction for extracorporeal support in COVID-19 patientsBing Xue, Neel Shah, Hanqing Yang, Charles Ziegenbein, Thomas George Kannampallil, Philip R. O. Payne, Chenyang Lu 0001, Ahmed S. Said. [doi]
• Overview and Descriptive Analysis of a New Ontology for Normalizing Section Types in Unstructured Clinical NotesPaul M. Heider, Stéphane M. Meystre. [doi]
• Characterizing Brain Network Dynamics using Persistent Homology in Patients with Refractory EpilepsyJianzhe Zhang, Roland Bauman, Nassim Shafiabadi, Nick Gurski, Guadalupe Fernandez-BacaVaca, Satya S. Sahoo. [doi]
• Re-imagining Academic-Private Sector Collaboration to Enhance Digital Health EquityUrmimala Sarkar, Ashwin Patel, Everett Crosland, David W. Bates, Courtney R. Lyles. [doi]
• Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic RecordJennifer J. Liang, Ching-Huei Tsou, Bharath Dandala, Ananya Poddar, Venkata Joopudi, Diwakar Mahajan, John M. Prager, Preethi Raghavan, Michele Payne. [doi]
• Integrating Gaming into Virtual Medication Reconciliation EducationVeena Lingam, Victor Garcia, Chao-Wei Tsai, Jacob T. Wooldridge, Rachel Wong. [doi]
• A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's DiseaseChengsheng Mao, Jie Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Guoqian Jiang, Fei Wang, Richard Isaacson, Jyotishman Pathak, Yuan Luo. [doi]
• Machine Learning Implementation Results in Reduced Variable Cost of Acute Care Visits During Radiotherapy: SHIELD-RT Cost AnalysisDivya Natesan, Samantha Thomas, Eric Eisenstein, Neville C. W. Eclov, Nicole Dalal, Sarah J. Stephens, Mary Malicki, Stacey Shields, Alyssa Cobb, Yvonne M. Mowery, Donna Niedzwiecki, Jessica D. Tenenbaum, Manisha Palta, Julian C. Hong. [doi]
• COVID19 Hospital Length of Stay, Readmission Rate, and Hospital Death Tied to Socioeconomic Area of Deprivation IndexPriya Ramaswamy, Phoebe Lu, Jen Gong, Travis C. Porco, Priya Shete, Seth Blumberg, Xinran Liu. [doi]
• Identifying Criteria for Antonym Generation from Collocates in CorporaChris J. Lu, Amanda Payne, James G. Mork. [doi]
• Utility of the Observational Medical Outcomes Partnership Common Data Model for Representation of Non-Query Data Mappings in the Arden SyntaxRobert A. Jenders. [doi]
• Using Mobile Integrated Health and Telehealth to Support Transitions of Care among Heart Failure Patients; MIGHTy Heart study protocolLeah Shafran Topaz, Brock Daniels, Kevin Munjal, Meghan Reading Turchioe, Rainu Kaushal, Ruth Masterson Creber. [doi]
• Agile Implementation of Innovative End to End Technical Solutions for Respiratory Testing in the COVID-19 PandemicTamara Moores Todd, Kathryn Gibb Kuttler, Diego Ize-Ludlow. [doi]
• Responding to a Crisis of Veteran Suicide QUICkly: A Qualitative Interdisciplinary CollaborationAndrea F. Kalvesmaki, Alec Chapman, Kelly S. Peterson, Mary Jo Pugh, Makoto Jones, Theresa Gleason. [doi]
• Discovering Drug-Drug Interactions in COVID-19 PatientsEugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen. [doi]
• Localize the Implementation of FDA List of Confusable Drug Names with the Application of Taiwan National Health Insurance Database: A Study of Text Similarity Computation with Real-World DataYa-Lin Chen, Hsuan-Chia Yang, Der-Ming Liou. [doi]
• Survival Analysis of Breast Cancer from DNA Methylation DataGuanghui Liu. [doi]
• Leveraging the MedDRA Biomedical Terminology and Weak Labeling for Mental Health Symptom Surveillance from patient NotesMarie Humbert-Droz, Suzanne Tamang, Olivier Gevaert. [doi]
• Digital Methodology for Mobile Clinical Decision Support DevelopmentAmy Grimsley, Katrina Boles, Chelsea Howland, Chuka Emezue, Malaika Gallimore, LeeAnne B. Sherwin, Jo-Ana Chase, Blaine Reeder, Allison Anbari. [doi]
• Predicting Breast Cancer Treatment Outcomes for Minority Women in California Using Machine LearningJung In Park. [doi]
• Implementation matters: How patient experiences differ when genetic counseling accompanies the return of genetic variants of uncertain significanceHarsh V. Patel, Nora Henrikson, James D. Ralston, Kathleen A. Leppig, Aaron Scrol, Gail P. Jarvik, Shannon DeVange, Eric Larson, Andrea L. Hartzler. [doi]
• Patient Preferences for Accessing, Communicating, and Sharing Health Information using Visualized Patient-Reported OutcomesSabrina Mangal, Leslie Park, Meghan Reading Turchioe, Lisa Grossman Liu, Annie C. Myers, Brittany N. Taylor, Parag Goyal, Lydia Dugdale, Ruth Masterson Creber. [doi]
• Measuring the correctness of All of Us physical measurementLina Sulieman, Karthik Natarajan, Qingxia Chen, Robert J. Carroll, Kayla Marginean, Paul A. Harris, Andrea H. Ramirez. [doi]
• SHARE-NW: Solutions in Health Analytics for Rural Equity across the Northwest, an Innovative Public Health Informatics ToolUba Backonja, Anne M. Turner, Betty Bekemeier. [doi]
• Integrating Molecular and Clinical Data for Real World Evidence Research in Precision OncologyScott Phillips, Xiaojun Xu, Paulina Paul, Wenhong Zhu, Mike Hogarth, Olivier Harismendy. [doi]
• Challenges and Solutions to Promoting Evaluation Practices in Software Development Process within an Academic Medical CenterPolina V. Kukhareva, Charlene R. Weir, Thomas J. Reese, Teresa Taft, Guilherme Del Fiol, Kensaku Kawamoto. [doi]
• Prediction of Five-Year Breast Cancer Recurrence in Women Treated with Neoadjuvant ChemotherapySimona Rabinovici-Cohen, Xosé M. Fernández, Beatriz Grandal Rejo, Efrat Hexter, Oliver Hijano Cubelos, Juha Pajula, Harri Pölönen, Fabien Reyal, Michal Rosen-Zvi. [doi]
• A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit LogsSunny S. Lou, Daphne Lew, Derek Harford, Chenyang Lu 0001, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil. [doi]
• Case study in the development of a framework for quality and reproducibility in inner-sourced packages and self-service analytic dashboards to accelerate common study typesJames A. Black, Nayan Chaudhary, Adam J. Forys, Sriraman Madhavan, Matthew Secrest, Kamil Wais. [doi]
• Longitudinal Performance of a Machine Learning NICU Sepsis PredictorAaron J. Masino, Mary Catherine Harris, Lakshmi Srinivasan, Robert W. Grundmeier. [doi]
• Weak Supervision for Affordable Modeling of Electrocardiogram DataMononito Goswami, Benedikt Boecking, Artur Dubrawski. [doi]
• Exploring EHR Diagnosis Recording Pattern Changes During a PandemicKala S. Wilson, Brian Wells, Jyoti Gangur, Kristin M. Lenoir, Maria E. Mayorga, Franck Diaz-Garelli. [doi]
• Cohort Discovery with Unified Medical Language System Query ExpansionRobert J. Fawcett, Ahmad S. Halwani, Kyle R. Hansen, Vikas V. Patil, Kelli M. Rasmussen, Daphne Friedman, Andrew Post. [doi]
• Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge DistillationWilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen. [doi]
• VITAL: A semantic search engine for clinical textJingqi Wang, Yaoyun Zhang. [doi]
• Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research NetworkJeffrey G. Klann, Griffin M. Weber, Emma Perez, William Yuan, Gabriel A. Brat, Shawn N. Murphy. [doi]
• Synthetic Data to Support Engineering and Demonstrations in the All of Us Research ProgramChao Yan 0004, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin. [doi]
• Longitudinal Data of Cancer Patients with Prior Mental Health Diagnoses Show Differences in Demographics, Emergency Visits, and Suicidality RatesSaira Somnay, William Chen, Lauren Boreta, Steve Braunstein, Julian C. Hong. [doi]
• Harmonization of Measurement Codes for Concept-Oriented Lab Data RetrievalMatthew E. Spotnitz, Jason Patterson, Vojtech Huser, Chunhua Weng, Karthik Natarajan. [doi]
• Incorporating Health Equity into the Evaluation of Health Informatics Electronic Health Record Tickets: Design and Initial FindingsAnoop Muniyappa, Colin Purmal, Jennifer Corbell, Susan Chim, Kendall Gross, Amy Kangwakij, Katie O'Connor, Kathleen Burke, Andrew Auerbach. [doi]
• Piloting FDA SHIELD's LOINC to In Vitro Diagnostic (LIVD) Specification in Five Medical Centers: Implications for InteroperabilityGreg Rehwoldt, Raja A. Cholan, Andrew K. Sills, I Khalil Appleton, Timothy Williams, Natalie M. Scott, Gregory Pappas. [doi]
• The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language ProcessingMeng Ma, Kyeryoung Lee, Yun Mai, Chris Gilman, Zongzhi Liu, Mingwei Zhang, Minghao Li, Arielle Redfern, Tommy Mullaney, Tony Prentice, Paul McDonagh, Qi Pan, William Oh, Rong Chen, Eric Schadt, Xiaoyan Wang. [doi]
• Assessing CONCERN: Analysis of Application Log Files to Investigate the Utilization of a Clinical Decision Support Tool for Identifying Risky PatientsAmanda J. Moy, Kenrick Cato, Christopher Knaplund, Patricia C. Dykes, Min-Jeoung Kang, Graham Lowenthal, Sarah Collins Rossetti. [doi]
• Validation of Real-World Data-based Endpoint Measures of Cancer Treatment OutcomesQian Li, Hansi Zhang, Zhaoyi Chen, Yi Guo, Thomas J. George, Yong Chen, Fei Wang, Jiang Bian 0001. [doi]
• Primary Care Informatics Working Group (PCIWG) Panel: Demonstrating the Value of a Complex System Problem SolverMatthew Sakumoto, Tiffany I. Leung, Ryan Jelinek, Stephen J. Morgan, Deepti Pandita. [doi]
• Experiences of Discrimination and Withholding Information from ProvidersPaige Nong, Alicia Williamson, Jodyn Platt, Denise L. Anthony. [doi]
• Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US VeteransSharon E. Davis, Praveen Kumar, Nicolas R. Lauve, Sharidan K. Parr, Daniel Park, Michael E. Matheny, Gerardo Villarreal, George Uhl, Yiliang Zhu, Mauricio Tohen, Douglas J. Perkins, Christophe G. Lambert. [doi]
• The Efficient Inpatient Provider: Wh-EHR to Find Best PracticesBenjamin I. Rosner, Robert Thombley, WenDi Zhao. [doi]
• Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health DataYoonyoung Park, Natasha Mulligan, Martin Gleize, Morten Kristiansen, Joao H. Bettencourt-Silva. [doi]
• Examining the Sociotechnical Process of Clinical Photography to Encourage Photo Diversity in Medical EducationBenjamin Collins, Linda Felver, Pamela Pierce. [doi]
• Development of a Health Equity Integration Dashboard (HEID) using Race Ethnicity and Language (REaL) Data in a Pediatric Hospital Setting: Lessons Learned in Visual Strategies and Key Data ElementsRaquel G. Hernandez, Paola B. Dees, Joann C. Derosa, Fiorella Gonzalez, Christine Hammerschmidt, John Morrison, Benton Ng, Ashish B. Shah, Luis M. Ahumada. [doi]
• Forecasting Inpatient Bed Demand to Respond to the COVID-19 PandemicBiplab Sudhin Bhattacharya, Debdipto Misra, Eric S. Reich, Jason Puckey, David Vawdrey. [doi]
• COVID-19 as a Catalyst: Rapid Development of Usable Digital Patient ServicesAndrea N. Mahnke. [doi]
• Patient perspectives on an interactive mHealth intervention to improve symptom management and medication adherence in early-stage breast cancer: Evidence from the THRIVE StudyIlana Graetz, Rebecca Krukowski, Janeane Anderson, Mehmet Kocak, Teresa Waters, Edward Stepanski, Andrea Curry, Gregory A. Vidal, Andrew Robles, Lee Schwartzberg. [doi]
• Building with CEDAR and Making Evidence More FAIRPeter Krautscheid, Kathy Mikk, Mario Terán, Edwin A. Lomotan. [doi]
• Trauma Triage in an Information Rich EnvironmentDouglas A. Talbert, Steve Talbert. [doi]
• The Role of Informatics in Addressing Social Isolation and Loneliness: Implementing Recommendations from the 2020 National Academies Report with Lessons from the COVID-19 PandemicLaurie L. Novak, Carla Perissinotto, George Demiris. [doi]
• An Interactive COVID-19 Vaccination Appointment DashboardTheodore B. Wright, Charlene Davis, Connor J. Rossier. [doi]
• Towards Identification of Opiate Use Disorder in Clinical TextJohn D. Osborne, Tobias O'Leary, Abdullateef I. Almudaifer, Whitney L. Covington, Caleb M. Carroll, Ellen F. Eaton, Rachel A. Lee, Sue Feldman, Lauren Walter. [doi]
• Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning MethodsWenyu Song, Linying Zhang, Michael Sainlaire, Mehran Karvar, Min-Jeoung Kang, Avery Pullman, Anthony F. Massaro, Namrata Patil, Ravi Jasuja, Patricia C. Dykes. [doi]
• COVID-19 Trial eSource Data Capture Efficiencies using OneSourceAdam L. Asare, Alejandra Jauregui, Andrew D. Robinson, Cal Collins, Mitra Rocca, Heidi M. Collins, Laura J. Esserman, Kathleen Liu. [doi]
• A Responsive Data Curation and Integration Pipeline for Rare Disease DataRamona L. Walls, Jeffery S. Barrett, Alexandre Betourne, Emily Hartley, Jane Larkindale, Daniel Olson, William T. Roddy, Amanda Borens. [doi]
• Leveraging Assets-Oriented, Data-Driven Approaches in Global Health Informatics CurriculaGrace Gao, Christie L. Martin, Michelle Wang, Matthew D. Byrne, Joyce Brettner. [doi]
• Transforming Data Capture for Clinical Care and Research: ePRO Adverse Event Reporting and Quality of Life in a Phase 2 Breast Cancer StudyAnna Northrop, Michelle Melisko, Garry Peterson, Laura Sit, Anika Christofferson, Ebunoluwa Olunuga, Ananya Mittal, Adi Goldman, Ronak Ahir, Mitra Rocca, Lisa Weiss, Elizabeth Prager, Cal Collins, James Palazzolo, Laura J. Esserman, Adam L. Asare, Amrita Basu. [doi]
• NLM-Chem, a Gold-Standard Corpus for Chemical Entity Recognition in PubMed Full Text LiteratureRezarta Islamaj, Robert Leaman, David Cissel, Cathleen Coss, Carol Fisher, Rob Guzman, Preeti Gokal Kochar, Dorothy Trinh, Deborah Whitman, Keiko Sekiya, Zhiyong Lu. [doi]
• Patient-Specific Modeling with Lazy Random Forest (LazyRF)Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran. [doi]
• Racial Disparity in Clinical Alert OverridesJames J. Cimino. [doi]
• Increased Clinician Time Using Electronic Health Records During COVID-19 PandemicxTimothy Tsai, Mina Boazak, Eugenia R. McPeek Hinz. [doi]
• Automated Clinical Shift Schedule Generation for Emergent Care SettingsAzadeh Mobasher, Naqi Khan, David Elop, Zach Griffin, Naveen Valluri. [doi]
• Trust and credibility of information sources related to COVID-19 among high-risk ethnically diverse adults at the onset of the New York City outbreak: A cross-sectional survey conducted via a community health portalRita Kukafka, Mari Millery, Samuel Pan, Thomas B. Silverman. [doi]
• Nursing Data in a CoVID-19 Vaccination ClinicLuAnn Whittenburg, Virginia K. Saba. [doi]
• PASC CKD: revealing the progression trajectories of sustained COVID-19-related renal injury using real-world evidenceJing Su, Pengyue Zhang, Zuoyi Zhang, Michael Eadon, Xiaochun Li, Tian He, Stanley Taylor, Travis Johnson, Zhaorui Liu, Ziyang Tang, Baijian Yang, Qianqian Song, Kun Huang 0001. [doi]
• Exploring the impact of perceived usability and cognitive workload on objective performance using supervised machine learning classifiersKarthik Adapa, Shiva K. Das, Prithima Reddy, Fei Yu 0013, Carlton Moore, Lukasz Mazur. [doi]
• Identifying erosive disease from radiology reports of veterans with inflammatory arthritis using natural language processingShaobo Pei, Gopi Penmetsa, Brian Sauer, Bingjian Feng, Kevin Douglas, Jerry Clewell, Jodi Walker, Jessica Walsh. [doi]
• A Retrospective Analysis of Machine Learning Driven Antibiotic Selection in the Emergency DepartmentConor K. Corbin, Arhana Chattopadhyah, Lillian Sung, Amy Chang, Stan Deresinski, Jonathan H. Chen. [doi]
• An Evaluation of Racial Disparity in 30-Day Hospital Readmission ModelsH. Echo Wang, Hadi Kharrazi. [doi]
• The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance MisuseDaniel To, Cara Joyce, Sujay Kulshrestha, Brihat Sharma, Dmitriy Dligach, Matthew M. Churpek, Majid Afshar. [doi]
• Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural localityMing Huang 0006, Andrew Wen, Huan He, Liwei Wang 0010, Sijia Liu 0002, Yanshan Wang, Nansu Zong, Yue Yu, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi Patten. [doi]
• Developing an Automated Recipient Risk Prediction Tool for Life-long Mortality After Pediatric Heart TransplantationYizhao Ni, Farhan Zafar, Alia Dani, David Morales, Lara J. Kanbar. [doi]
• Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven PhenotypingPrakash Adekkanattu, Jennifer A. Pacheco, Joseph Kabariti, Daniel J. Stone, Yue Yu, Parag Goyal, Faraz S. Ahmad, Guoqian Jiang, Yuan Luo 0001, Luke V. Rasmussen, Pascal S. Brandt, Zhenxing Xu, Jie Xu, Fei Wang, Natalie C. Benda, Thomas R. Campion Jr., Jyotishman Pathak. [doi]
• Lessons learned the hard way from COVID-19: what gaps in laboratory informatics do we need to close before the next pandemic?Patrick C. Mathias, Noah G. Hoffman, Brian R. Jackson, Amrom Obstfeld, S. W. Long. [doi]
• Are Smartphone-based Interconnected Personal Health Records Achieving Their Promise?Tera L. Reynolds, Meghna Kaligotla, Kai Zheng 0002. [doi]
• PHenotype Observed Entity Baseline Endorsements (PHOEBE) - recommender system for concept selection in phenotype algorithm developmentAnna Ostropolets, Patrick B. Ryan, George Hripcsak. [doi]
• Statistical Modeling of Multiple Vital Sign Trajectories to Assess Risk of Postoperative Complications and Predict ReadmissionRema Padman, Sameera Kodi, Urmila Ravichandran, Nirav Shah. [doi]
• Factors Historically Influencing Telehealth Use in Six Medical Specialties: A Systematic Review and Narrative SynthesisPavani Rangachari, Swapandeep S. Mushiana, Krista Herbert. [doi]
• Public Perspectives on the Ethical Collection and Sharing of Consumer-Generated Health InformationSabrina Mangal, Leslie Park, Meghan Reading Turchioe, Lisa Grossman Liu, Annie C. Myers, Brittany N. Taylor, Parag Goyal, Lydia Dugdale, Ruth Masterson Creber. [doi]
• Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant SupervisionBhavani Singh Agnikula Kshatriya, Nicolas A. Nunez, Manuel Gardea-Resendez, Euijung Ryu, Brandon J. Coombes, Sunyang Fu, Mark A. Frye, Joanna M. Biernacka, Yanshan Wang. [doi]
• Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial NetworksSiao Sun, Fusheng Wang 0001, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu 0008, Mary M. Saltz, Joel H. Saltz. [doi]
• Is your clinical decision support moving the needle on outcomes that matter? Novel software for evaluating quality improvement initiativesEvan W. Orenstein, Naveen Muthu, Marc Tobias. [doi]
• Characterizing Brain Signals for Epileptic Pre-ictal Signal ClassificationHao Yu, Shize Jiang, Yan Huang, Xiaojin Li, Xiaoling Wang, Liang Chen, Jin Chen. [doi]
• Implementation of Medication Alerts to Reduce Wrong-Drug and Wrong-Patient Errors in CPOE SystemsYuyang Yang, David M. Liebovitz, William L. Galanter, Jason S. Adelman, Thomas F. Byrd. [doi]
• Automated Mapping of Real-world Oncology Laboratory Data to LOINCJonathan Kelly, Chen Wang, Jianyi Zhang, Spandan Das, Anna Ren, Pradnya Warnekar. [doi]
• Improving the Prediction of Healthcare Costs and Utilization Using the Area Deprivation Index and Statewide Insurance DataHadi Kharrazi, Hsien-Yen Chang, Elham Hatef, Xiaomeng Ma, Jonathan P. Weiner. [doi]
• Automatic Detection of Surgical Site Infections Using EHR DataArjun Chakraborty, Kevin Lybarger, Dustin Long, Vikas O. Shah, Meliha Yetisgen. [doi]
• Automatic Construction of Biomedical Knowledge Graph from Covid-19 LiteratureChao Jiang 0002, Victoria Ngo, Richard Chapman, Hongfang Liu, Guoqian Jiang, Nansu Zong. [doi]
• Integrating Informatics for Integrating Biology and the Bedside with tranSMART: Flexible Data Warehousing with Complex AnalyticsJeffrey G. Klann, Michael Mendis, Peter Rice, Rudy Potenzone, Louisa May Klann, Griffin M. Weber, Diane Keogh, Shawn N. Murphy. [doi]
• Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons LearnedChing-Huei Tsou, Diwakar Mahajan, Jennifer J. Liang. [doi]
• Collecting and Sharing ECG Data with Privacy ProtectionLiyue Fan, Zeyun Wu, Luca Bonomi. [doi]
• Investigating Health Information Technology Usage by Sociodemographic Subpopulations to Increase Community Engagement in Healthcare: An Analysis of the Health Information National Trends SurveyGeetanjali Rajamani, Lianne Kurina, Lisa G. Rosas. [doi]
• A Process for Multi-Stakeholder Governance of Patient Data ReleasesDouglas S. Bell, Marianne Zachariah, Amanda L. Do, Carina V. Hampp, Karen Lopez, Michael A. Pfeffer. [doi]
• Predicting Level of Care for Emergency Hospital Admissions to Optimize TriageMinh Nguyen, Nicolai P. Ostberg, Conor K. Corbin, Tiffany Eulalio, Gautam Machiraju, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen. [doi]
• Randomized user testing of recommender system clinical decision supportAndre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen. [doi]
• Comparing Scribed and Non-scribed Outpatient Progress NotesAdam Rule, Sarah T. Florig, Steven Bedrick, Vishnu Mohan, Jeffrey Allen Gold, Michelle R. Hribar. [doi]
• Application of the i-PARIHS framework in the implementation of speech recognition technology as a way of addressing documentation burden within a mental health contextBrian Lo, Khaled Almilaji, Damian Jankowicz, Lydia Sequeira, Gillian Strudwick, Tania Tajirian. [doi]
• Evaluating Social Determinants of Health in Clinical Communications DataDiwakar Mahajan, Jennifer J. Liang, Ananya Poddar, Sasha Ballen, Ching-Huei Tsou. [doi]
• Evaluation of the Effectiveness of an Opioid Reversal Alert at an Academic Medical CenterBernard M. Hsia, Diana J. Schreier, Benjamin J. Anderson, Jenna K. Lovely. [doi]
• Online health information seeking, health literacy, and human papillomavirus vaccination among transgender and gender diverse peopleAnthony T. Pho, Suzanne Bakken, Mitchell R. Lunn, Micah Lubensky, Annesa Flentje, Zubin Dastur, Juno Obedin-Maliver. [doi]
• Identifying Communication Behavior Indicators in Secure MessagesDezon K. Finch, Lina Bouayad, Timothy P. Hogan, Sarah L. Cutrona, Byron Wallace, Stephen L. Luther, Bridget Smith, Stephanie L. Shimada. [doi]
• Challenges to Public Health Reporting Experienced by HospitalsChelsea Richwine, Carmelita Marshall, Christian Johnson, Vaishali Patel. [doi]
• Deploying Conversational Agents to Facilitate Housing Assistance Needs Resulting from COVID-19Brett R. South, Anita M. Preininger, Piyush Parmar, Rubina F. Rizvi, David Brotman, Shira Alevy, Mollie M. McKillop, Gretchen P. Jackson, William Kassler. [doi]
• Promoting Use of Common Data Elements in Research StudiesPaul A. Harris, Robert J. Taylor, Vaishali Jagtap, Douglas Conway, Stephany Duda, Alex C. Cheng. [doi]
• Epilepsy-Connect: An Integrated Knowledgebase for Characterizing Alterations in Consciousness State of Pharmacoresistant Epilepsy PatientsKatrina Prantzalos, Jianzhe Zhang, Nassim Shafiabadi, Guadalupe Fernandez-BacaVaca, Satya S. Sahoo. [doi]
• Data-Driven Patterns in Protective Effects of Ibuprofen and Ketorolac on Hospitalized Covid-19 PatientsRich Caruana 0001, Benjamin J. Lengerich, Yindalon Aphinyanaphongs. [doi]
• Text Mining on COVID-19 PublicationsMrigendra M. Bastola, Paul A. Fontelo. [doi]
• Predicting Next-Day Discharge via Electronic Health Record Audit LogsXinmeng Zhang, Chao Yan 0004, Mayur B. Patel, Bradley A. Malin, You Chen. [doi]
• Transparency with Safeguards: Suppressing Notes from a Patient PortalChelsea L. Michael, Gilad J. Kuperman. [doi]
• Improving PubMed Retrieval by Integrating Abstract and Full Text SearchLana Yeganova, Won Kim 0003, Donald C. Comeau, W. John Wilbur, Zhiyong Lu. [doi]
• Public Health Informatics in a Global Pandemic: In the COVID response trenchesJessica D. Tenenbaum, Theresa Cullen, Indra Neil Sarkar, Philip R. O. Payne, Brian E. Dixon. [doi]
• Deep Learning Approaches for Breast Cancer Characteristics Extraction from Electronic Health RecordsSicheng Zhou, Liwei Wang, Nan Wang, Sunyang Fu, Chetan Shenoy, Anne H. Blaes, Hongfang Liu, Rui Zhang. [doi]
• Using multivariate models to examine the impact of COVID-19 pandemic and gender differences on health and health careJiancheng Ye, Zhimei Ren. [doi]
• Qualitative Coding Framework for Analyzing Alert Notes from the Telehealth Intervention Program for Seniors (TIPS)Phuong Nguyen, Hyung Wook Choi, Melody K. Schiaffino, Zhan Zhang, Jina Huh-Yoo. [doi]
• Improving COVID-19 Vaccine Uptake of Mental Illness Patients using Learning Health System FrameworkXiaoming Zeng, Austin Hall, Victoria Jeffries, Stacey Burgin, John Gilmore, Elizabeth Rossi, Thava Mahadevan. [doi]
• PainRE-Life: A FHIR Based HUB for the management and support of patients with chronic painSara R. Marceglia, Vania Manzelli, Pierluigi D'Antrassi, Alfredo Cuzzocrea, Annamaria Caruso, Marco Prenassi, Chiara Savino, Maria Teresa De Pippo, Stefano Lenzi, Roberta Ferrucci, Costanza Conti, Giulia Candiani, Francesca Memini, Elda Judica, Massimo Corbo, Marianna Masiero, Gabriella Pravettoni. [doi]
• The SMART Cumulus Text-to-FHIR NLP PipelineTimothy A. Miller, Bin Mao, Dan Gottlieb, Kenneth D. Mandl. [doi]
• Cognitive Function Characterization Using Electronic Health Records NotesAdrienne Pichon, Betina Ross S. Idnay, Rebecca Schnall, Karen Marder, Chunhua Weng. [doi]
• A Continuous Crowd-sourced Challenge for Benchmarking COVID-19 Health Outcome PredictionYao Yan, Thomas Schaffter, Timothy Bergquist, Thomas Yu, Justin Prosser, Sean D. Mooney, Justin Guinney. [doi]
• LEAP 2020: Cutting Edge Health Information Technology Tools for ResearchKevin Chaney, Kenneth D. Mandl, Kristen E. Miller. [doi]
• Implementation of a Clinical Decision Support System for Automated Fall-Risk Identification and Referrals in Emergency DepartmentsApoorva Maru, Gwen C. Jacobsohn, Collin Engstrom, Frank Liao, Margaret Leaf, Joel Galang, Gerald T. Pankratz, Alexis Eastman, Maureen A. Smith, Manish N. Shah, Brian W. Patterson. [doi]
• Digital Mental Health Priorities of People Affected by Mental Health Problems: A Pan-Canadian SurveyNelson Shen, Iman Kassam, Navi Boparai, Sheng Chen, Clement Ma, Wei Wang, Damian Jankowicz, Gillian Strudwick. [doi]
• DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep LearningSirisha Rambhatla, Samantha Huang, Loc Trinh, Mengfei Zhang, Boyuan Long, Mingtao Dong, Vyom Unadkat, Haig Yenikomshian, Justin Gillenwater, Yan Liu. [doi]
• Design, Development, and Usability of a Hypertension Medication Self-Management Conversational Agent (Medicagent)Ashley C. Griffin, Stacy Bailey, Saif Khairat, Yue Wang, Jaime Arguello, Arlene E. Chung. [doi]
• PAGER-CoV-Run: An online interactive analytical platform for COVID-19 functional genomic downstream analysisZongliang Yue, Nishant Batra, Hui-Chen Hsu, John Mountz, Jake Y. Chen. [doi]
• To share or not to share: Exploring the ethical implications of sharing personal health data with patients and informal caregiversMeghan Reading Turchioe, Sabrina Mangal, Marianne Sharko, Natalie C. Benda, Ruth Masterson Creber. [doi]
• Clinical Concept Extraction Using Contextual String EmbeddingsYoungjun Kim, Paul M. Heider, Stéphane M. Meystre. [doi]
• Implementing Real-Time Prescription Benefit Tools: Early Experiences at 5 Academic CentersRachel Wong, Tanvi Mehta, Jeremy Schwartz, Jeremy A. Epstein, Erika Smith, Nitu Kashyup, Fasika Woreta, Bradley Crotty, Kristian Feterik, Michael Fliotsos, Jing Luo. [doi]
• Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological StageSelen Bozkurt, Tina Hernandez-Boussard. [doi]
• Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark casesDympna O'Sullivan, William Van Woensel, Szymon Wilk, Samson W. Tu, Wojtek Michalowski, Samina Abidi, Marc Carrier, Ruth Edry, Irit Hochberg, Stephen P. Kingwell, Alexandra Kogan, Martin Michalowski, Hugh O'Sullivan, Mor Peleg. [doi]
• Addressing Disparities in Diabetes Using Temporal Fairness ModelsJoseph M. Plasek, Chunlei Tang, Xiaoxia Wang, Yun Xiong, Yangyong Zhu, Yanming He, Patricia C. Dykes, David W. Bates, Li Zhou 0007. [doi]
• COVID-19 Clinical and Social Surveillance System for After School ProgramsEllen K. Kerns, Russell J. McCulloh, Chad J. Abresch. [doi]
• A Proposed Patient-Inclusive Methodology for Developing and Validating Telehealth Surveys that Include Social Determinants of HealthMitchell Izower, Zoe Liao, Jeongeun Kim, Yuri Quintana. [doi]
• Detecting Fine-Grained Emotions on Social Media during major Disease Outbreaks: Health and Well-being before and during the COVID-19 PandemicOlanrewaju Tahir Aduragba, Jialin Yu, Alexandra I. Cristea, Lei Shi 0003. [doi]
• FHIRedApp: A LEAP in Health Information Technology for Promoting Patient Access and Health EquityAnjum Khurshid, Eliel C. de Oliveira, Vidya Laskhminarayanan, Vishal Abrol. [doi]
• Planning Change Using the ADKAR Model: Establishing a Data Governance Program in the VHA Office of Community CareGina Baker, Francine Sandrow, Katharine Miller, Jianji Yang, Darby McKnight, Natalie Ngu. [doi]
• Histocartography: a pipeline for histology image analysisAntonio Foncubierta Rodríguez, Pushpak Pati, Guillaume Jaume, Maria Gabrani. [doi]
• Ensuring Covid patient end-of-life goals documented in an eMolst are honored through a novel and scalable health information exchangeJonathan S. Austrian, Alex Low, Victoria Javier, Christine Wilkins. [doi]
• Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting - eXecutable Library Architecture (XLA)Susana B. Martins, Cora L. Bernard, Suzanne Tamang, Jodie Trafton. [doi]
• Towards more patient friendly clinical notes through language models and ontologiesFrancesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Tessa Grafen, Kristian Boda, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla. [doi]
• Consumer perception of smart speaker-based mHealth toolHyunkyoung Oh, Min Sook Park, Youngjoo Cho. [doi]
• Development of four electronic clinical quality measures (eCQMs) for use in the Merit-based Incentive Payment System (MIPS) following elective primary total hip and knee arthroplastyPatricia C. Dykes, Mica R. Curtin-Bowen, Troy Li, Avery Pullman, Alexandra C. Businger, Stuart R. Lipsitz, Ania Syrowatka, Michael Sainlaire, Tien Thai, David W. Bates. [doi]
• Assessing the Readability of App Descriptions and Investigating its Role in the Choice of mHealth Apps: Retrospective and Prospective AnalysesWu-Chen Su, Khyati Mehta, Kirandeep Gill, Peng Yeh, Ming-Yuan Chih, Danny T. Wu. [doi]
• A Machine Learning Pipeline for Accurate COVID-19 Health Outcome Prediction using Longitudinal Electronic Health RecordsAlice Feng. [doi]
• Content Analysis and Development of a Taxonomy for Value Set IssuesElise M. Russo, Arianna E. Nimocks, Dean F. Sittig, Adam Wright. [doi]
• How the COVID-19 Pandemic Accelerated AI Technology Development and Adoption in Healthcare: Lessons LearnedMichal Rosen-Zvi, Anil Jain, Eileen Koski. [doi]
• Consequences of Rapid Telehealth Expansion in US Nursing Homes: Exploring Stakeholder PerspectivesKimberly R. Powell, Gregory L. Alexander. [doi]
• Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives FrameworkKevin Lybarger, Linzee Mabrey, Matthew R. Thau, Pavan K. Bhatraju, Mark M. Wurfel, Meliha Yetisgen. [doi]
• A Mixed-Methods Evaluation of Telehealth Adoption in Frontier Critical Access HospitalsSaira N. Haque, Alison Banger, Sydney DeStephano, Regina Rutledge, Melissa Romaire. [doi]
• Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue PathologyJonathan P. Epperlein, Mykhaylo Zayats, Seshu Tirupathi, Sergiy Zhuk, Tigran T. Tchrakian, Pol Mac Aonghusa, Donal F. O'Shea, Niall P. Hardy, Jeffrey Dalli, Ronan A. Cahill. [doi]
• Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal MessagesMing Huang 0006, Aditya Khurana, George M. Mastorakos, Andrew Wen, Huan He, Liwei Wang 0010, Sijia Liu 0002, Yanshan Wang, Julie Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Christi Patten, Jungwei Fan, Hongfang Liu. [doi]
• Characteristics of Safety Dashboards used by Harvard-Affiliated HospitalsHojjat Salmasian, Michelle Frits, Christine Iannaccone, Sevan M. Dulgarian, Laura C. Myers, Merranda Logan, David M. Levine, Christopher L. Roy, Lynn A. Volk, David Shahian, Elizabeth A. Mort, David W. Bates. [doi]
• Network Analyses on Hyperlinked Online Resources for COVID-19 VaccineMeredith Abrams, Dongwen Wang. [doi]
• Data Coordination for Multi-Site Clinical Trials Using the REDCap Application Programming InterfaceAlex C. Cheng, Mark McEver, Francesco Delacqua, Adam A. Lewis, Patrick Newman, Paul A. Harris. [doi]
• The Spectrum of Engagement in Chronic Kidney Disease Care at a Large Healthcare SystemYifan Wu, Adam B. Wilcox. [doi]
• Infographic use leads to better health outcomes among Latinos with HIVSamantha Stonbraker, Gabriella Sanabria, Maureen George, Silvia Amesty, Ana F. Abraído-Lanza, Peter Gordon, Susan Olender, Tawandra Rowell-Cunsolo, Sophia Centi, Bryan McNair, Suzanne Bakken, Rebecca Schnall. [doi]
• Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility ImplementationAllison B. McCoy, Ryan Hsi. [doi]
• A comprehensive platform for induced pluripotent stem cell research dataKirill Borziak, Irena Parvanova, Joseph Finkelstein. [doi]
• User Evaluation of Interactive Longitudinal PRO Visualizations Designed by Prostate Cancer Survivors with Limited Graph LiteracyLauren E. Snyder, Daniel F. Phan, Sarah E. Connor, Sheba George, Kristen Williams, Jefersson Vilatoro Chavez, Ayan Anandkumar Saraf, Lorna Kwan, Nick Reid, John L. Gore, Mark S. Litwin, Andrea L. Hartzler. [doi]
• Health Information Exchanges and Public Health Data: Lessons from COVIDDonald W. Rucker, Jaime Bland, Lisa Bari, Dan Chavez, David Horrocks. [doi]
• Development and Global Use of a Platform-Independent Mobile App to Enable Citizen-Scientist Data Collection on Mask-WearingPeter J. Embí, Marcelo A. Lopetegui, Joshua R. Vest. [doi]
• Obesity Classifier Performance Disparities by Demographic SubgroupElizabeth A. Campbell, Saurav Bose, Aaron J. Masino. [doi]
• Impact of COVID-19 Pandemic on Emergency Department Visits: A Regional Case Study of Informatics Challenges and OpportunitiesHamid Ghaderi, Jeffrey Stowell, Murtaza Akhter, Craig Norquist, Paul E. Pugsley, Vignesh Subbian. [doi]
• Lessons Learned from an Enterprise-Wide Clinical DatathonAndrew J. Zimolzak, Jessica A. Davila, Vamshi Punugoti, Katherine H. Sippel, Ashok Balasubramanyam, Paul Klotman, Laura A. Petersen, Ryan H. Rochat, Gloria Liao, Rory R. Laubscher, Lee Leiber, Christopher I. Amos. [doi]
• MethylDrift: A Software Package for Calculating Age-related Epigenetic Drift in Human Tissues Using DNA Methylation DataMcKenna Lewis, Niema Moshiri, Kit Curtius. [doi]
• From Emergency Department to Admission: mapping reasons for visit and admit diagnosis using Natural Language ProcessingOlga V. Patterson, Hannah Eyre, Kelly S. Peterson, Scott L. DuVall. [doi]
• Observations on Documentation of Alcohol Use in Real-World DataEmilia Farcas, Michael Hogarth, Alison A. Moore. [doi]
• Toward Understanding Clinical Context of Medication Change Events in Clinical NarrativesDiwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou. [doi]
• Augmenting Barbershop Initiative Health Promotion with Wearables in African-American PopulationsLisa Anne Bove, Stephanie Turrise. [doi]
• Implications of Clinical Bias When Building Electronic Algorithms for Medical Record Phenotyping: Lessons from Type 2 Diabetes MellitusAnnika B. Faucon, Megan Shuey, Lea K. Davis, Nancy J. Cox. [doi]
• Design for Health System Resilience in Challenging Times: A Framework for Remote Cancer Care Through Community CodesignEliah Aronoff Spencer, Melanie McComsey, Alexandra Hubenko, Ming-Yuan Chih, Timothy Mullett, Corey E. Baker, John Kim, David K. Ahern, Michael C. Gibbons, Joseph Cafazzo, Pia Nyakairu, Robin C. Vanderpool, Bradford W. Hesse. [doi]
• MMRF CureCloud(R) Direct-to-Patient Registry: A Workflow and Interim Recruitment UpdateCartik Saravanamuthu, Michele Likens, Shaadi Mehr, Jen Yesil, Daniel Auclair, Hearn J. Cho, Steven E. Labkoff. [doi]
• Radiology Dictation Errors with COVID-19 Protective Equipment: Does Wearing a Surgical Mask Increase the Error Rate When Using Speech-Recognition?Abiola Femi-Abodunde, Kristen Olinger, Lauren M. B. Burke, Thad Benefield, Ellie R. Lee, Katrina McGinty, Benjamin M. Mervak. [doi]
• A multi-label classifier to screen different types of substance misuse in hospitalized patientsBrihat Sharma, Dmitriy Dligach, Hale Thomson, Matthew M. Churpek, Niranjan S. Karnik, Majid Afshar. [doi]
• Feasibility of Mobile and Sensor Technology for Remote Monitoring in Cancer Care and PreventionSusan K. Peterson, Karen M. Basen-Engquist, Wendy Demark-Wahnefried, Alexander V. Prokhorov, Eileen H. Shinn, Stephanie L. Martch, Beth M. Beadle, Adam S. Garden, Emilia Farcas, G. Brandon Gunn, Clifton D. Fuller, William H. Morrison, David I. Rosenthal, Jack Phan, Cathy Eng, Paul M. Cinciripini, Maher Karam-Hage, Maria A. Camero Garcia, Kevin Patrick. [doi]
• Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' WellbeingNicole Veggiotti, Lucia Sacchi, Mor Peleg. [doi]
• Validating the Value and the Usability of Real-Time Prescription Benefit DataMegan A. Holsopple, Kyle Campbell, Anna Baer, Mihir Parikh. [doi]
• Lessons in Health Equity from the CMS AI Health Outcomes ChallengeDavid K. Vawdrey, Dave DeCaprio, Carol J. McCall, Yaron Kinar, Aneesh Chopra. [doi]
• Biomedical Informatics Co-design: Concepts, Applications, and OpportunitiesMollie M. McKillop, Anne Moen, Rosemary Kennedy, Andrew B. Berry, Rupa Valdez. [doi]
• Semantic Search for Large Scale Clinical OntologiesDuy-Hoa Ngo, Madonna Kemp, Donna L. Truran, Bevan Koopman, Alejandro Metke-Jimenez. [doi]
• Parkinson and movement disorders ontology for clinically-oriented and clinicians-driven data mining of multi-center cohorts in Parkinson's diseaseDeepak K. Gupta, Massimo Marano, Raj Aurora, James Boyd, Satya S. Sahoo. [doi]
• Proven Methodologies for Accelerating Adoption of HL7® FHIR®Charles Jaffe, Steven Z. Kassakian, Viet Nguyen, Anna Taylor. [doi]
• Word Embedding and Clustering for Patient-Centered Redesign of Appointment Scheduling in Ambulatory Care SettingsIman Mohammadi, Saeed Mehrabi 0003, Bryce Sutton, Huanmei Wu. [doi]
• Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk PredictionDrew Wilimitis, Robert W. Turer, Michael Ripperger, Allison B. McCoy, Sarah H. Sperry, Colin G. Walsh. [doi]
• Use of Geomapping and Data-driven Personas to Target Intervention for At-risk Patients with DiabetesAdarsha S. Bajracharya, Soussan Djamasbi, Gaayathri Sankar, Qiming Shi, Daniel J. Amante. [doi]
• A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical DataHumayera Islam, Abu Saleh Mohammad Mosa. [doi]
• Expressing and Executing Informed Consent Permissions using SWRL: The All of Us Use CaseMuhammad Amith, Marcelline R. Harris, Cooper Stansbury, Kathleen Ford, Frank J. Manion, Cui Tao. [doi]
• An Open-Source Engine for Decision Support and Workflow AutomationAziz A. Boxwala, Mariano De Maio, Hank Wallace. [doi]
• COVID-19 screening system utilizing daily symptom attestation helps identify hospital employees who should be tested to protect patients and co-workersEllen Kim, Charles Morris, Michael Klompas, Haipeng (Mark) Zhang, Adam B. Landman, Sunil Eappen, Hojjat Salmasian. [doi]
• Parsing Immune Correlates of Protection Against SARS-CoV-2 from Biomedical LiteratureSydney L. Foote, Sara E. Jones, Jane Lockmuller, Liliana Brown, Joseph Breen, Anupama E. Gururaj. [doi]
• Radiographic Manifestations in Tuberculosis Patients Coinfected with Diabetes Mellitus: A Systematic Review and Meta-AnalysisLincoln R. Sheets, Leonardo Martinez, Trang H. Quach, Yang Ge, Rosina Marchan, Philip Hill, Henok G. Woldu. [doi]
• The PROVEN Coordinating Hub to Accelerate Research about Electronic Health Record Modernization in the U.S. Department of Veterans AffairsMichael Weiner, Elizabeth M. Yano, Jessica A. Davila, Catherine Brayton, Alison M. Cogan, Seppo T. Rinne, Steven R. Simon. [doi]
• Addressing the Social Determinants of Health and Resource Utilization Among Ambulatory Oncology PatientsNadine McCleary, Ellana Haakenstad, Sunyi Zhang, Jessica L. Cleveland, Michael Manni, Deborah Schrag, Michael J. Hassett. [doi]
• Towards Measuring Real-World vs. Theoretical Impact: Evaluating Health Information Exchange (HIE) Using an Enhanced MethodRebecca L. Rivera, Heidi Hosler, Saurabh Rahurkar, Richard Holden, Joshua R. Vest, Jeong Hoon Jang, Jason Schaffer, Julia Adler-Milstein, Titus K. Schleyer. [doi]
• A Machine Learning Approach for Identifying Emergent Phenotypes Associated with a Previous COVID InfectionZachary H. Strasser, Hossein Estiri, Shawn N. Murphy. [doi]
• The Representativeness of "People Also Ask" of Google Web Search on the Information Needs Concerning Alzheimer's Disease and Related DementiasLu Wang, Jina Huh-Yoo. [doi]
• Development and Evaluation of an Automated Approach to Detect Weight Abnormalities in Pediatric Weight ChartsLei Liu, Danny T. Wu, Stephen Andrew Spooner, Yizhao Ni. [doi]
• CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive LearningZiqi Zhang, Chao Yan 0004, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin. [doi]
• Assessing the Use of Prescription Drugs in Obese Respondents in the National Health and Nutrition Examination SurveyLaura A. Barrett, Aiwen Xing, Elizabeth Steidley, Terrence J. Adam, Rui Zhang 0028, Zhe He 0001. [doi]
• Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health RecordsLiqin Wang, John Laurentiev, Jie Yang, Ying-Chih Lo, Rebecca E. Amariglio, Gad Marshall, Li Zhou 0007. [doi]
• Chart Completion Time of Attending Physicians While Using Medical ScribesSarah T. Florig, Sky M. Corby, Nicholas T. Rosson, Tanuj Devara, Nicole Gray Weiskopf, Jeffrey Allen Gold, Vishnu Mohan. [doi]
• Homelessness and Criminal Justice Involvement in Veterans after Military SeparationMary Jo Pugh, Megan Amuan, Robert Graziano, Dina Hooshyar, Jack Tsai, Audrey L. Jones, Richard Nelson, Megan Vanneman, Eric B. Elbogen. [doi]
• Comparison of Three Phrase Chunking Approaches on Medical Concept Coverage in Clinical TextGrace K. Turner, Meliha Yetisgen. [doi]
• Vancomycin Dosing in Critically Ill Patients: A Machine Learning ApproachMohammad Samie Tootooni, Erin F. Barreto, Kalyan S. Pasupathy, Kianoush Kashani. [doi]
• A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report TextThiago Santos, Omar Kallas, Janice Newsome, Daniel Rubin, Judy W. Gichoya, Imon Banerjee. [doi]
• Reverse clinician burnout trends by exploring clues from global policy variancesLarry Ozeran, Jon Patrick, Yalini Senathirajah, William J. Foster, Richard Schreiber. [doi]
• Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care SettingKatherine Lee, Colin G. Walsh. [doi]
• Assessing the Predictive and Ecologic Validity of Geographic Indices for Social Determinants of HealthYoonyoung Park, Frank Yoon, William Kassler. [doi]
• FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIRDaniel J. Stone, Sijia Liu, Yuan Luo, Andrew Wen, Nansu Zong, Luke V. Rasmussen, Prakash Adekkanattu, Pascal S. Brandt, Jennifer A. Pacheco, Fei Wang, Cui Tao, Jyotishman Pathak, Hongfang Liu, Guoqian Jiang. [doi]
• Opportunities to Improve Social Determinants of Health Screening Implementation Through Training and Support for Providers: Implications for Health Information TechnologyBradley E. Iott, Jessica Annette Pater, Shauna Wagner, Tammy Toscos, Tiffany C. Veinot. [doi]
• Early Prediction of Positive Clostridioides Difficile Test ResultsAnh Pham, Robert El-Kareh, Lucila Ohno-Machado, Tsung-Ting Kuo. [doi]
• Data-Driven Sequential Uptake Pattern Discovery for Family Planning StudiesCelia Cintas, Victor Akinwande, Ramya Raghavendra, Girmaw Abebe Tadesse, Aisha Walcott, Charity Wayua, Fredrick Makumbi, Rhoda Wanyenze, Komminist Weldemariam. [doi]
• Expanding Access and Continuity of care during COVID Crisis, in Safety Net Hospital Sentayehu Kassa, MD, Brett Moran, MD Parkland Health & Hospital System Dallas, TXSentayehu Kassa, Brett Moran. [doi]
• Comparison of Natural Language Processing Approaches Identifying Opioid Overdose from Clinical Notes for Emergency DepartmentVivienne J. Zhu, Jingqi Wang, Jenna McCauley, Jennings Lindsey, Hua Xu, Kathleen T. Brady, Leslie A. Lenert. [doi]
• Challenges in Designing A Notification System for Electronic Medical Records: an Exploration of User ExpectationsKatherine Blondon. [doi]
• CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processingLaila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou 0003, Angela Ross, Hua Xu 0001, Degui Zhi. [doi]
• Home Healthcare to Primary Care Data Interoperability Challenges and OpportunitiesPaulina S. Sockolow, Kathryn H. Bowles, Maxim Topaz, Edgar Chou. [doi]
• Race and Ethnicity Agreement Between Medicaid, Health Information Exchange, and Electronic Health RecordsSarah El-Azab, Siu Hui, Heidi Hosler, Katie Allen. [doi]
• Pragmatic Patient Reported Outcomes via EHR Patient Portal vs. Telephone: A Pilot Randomized Controlled Trial among Adults with Epilepsy and Anxiety or Depression SymptomsHeidi M. Munger Clary, Beverly M. Snively, Umit Topaloglu, Pamela Duncan, James Kimball, Halley Alexander, Gretchen A. Brenes. [doi]
• Use of a Widely Available Electronic Health Record to Facilitate COVID-19 VaccinationsMark A. Parkulo, Windell Smith, Williams Luanne, Jason Buckmeier, Marites Sayo, Jodi Rinken, John C. OHoro. [doi]
• Approaches to Clinical Decision Support Alert Evaluation and OptimizationAllison B. McCoy, Adam Wright. [doi]
• Estimating Early Warning System Accuracy Prior to ImplementationLusha Cao, Gerald P. Shaeffer, Meghan Galligan, Fuchiang R. Tsui, Robert W. Grundmeier, Vinay Nadkarni, Robert Sutton, Christopher P. Bonafide, Naveen Muthu. [doi]
• There is Variability in the Accuracy of Diagnosis Codes Used to Identify COVID-19 PatientsJayson S. Marwaha, Elizabeth Eldridge, Sahr Syed, Perry L. Mar, Philip Ballentine, Denis Agniel, Nathan P. Palmer, Sadiqa Mahmood, Gabriel A. Brat. [doi]
• Telehealth Adoption and Healthcare Utilization During the COVID-19 Pandemic: Toward Understanding What Follows for Vulnerable GroupsCasey Overby Taylor, Ilia Rattsev, Jeremy A. Epstein, Jiawei Bai, Natalie Flaks-Manov. [doi]
• High-throughput sequencing of SARS-CoV-2 in wastewater provides insights into circulating variantsRafaela S. Fontenele, Simona Kraberger, James Hadfield, Erin M. Driver, Devin Bowes, LaRinda A. Holland, Temitope O. Faleye, Sangeet Adhikari, Rahul Kumar, Rosa Inchausti, Wydale K. Holmes, Stephanie Deitrick, Philip Brown, Darrell Duty, Aruni Bhatnagar, Ray A. Yeager, Rochelle H. Holm, Kevin Dixon, Tim Constantine, Melissa A. Wilson, Efrem S. Lim, Xiaofang Jiang, Rolf U. Halden, Matthew Scotch, Arvind Varsani. [doi]
• Transitions of Care: Completeness of the Interoperability Data Standard for Communication from Home Health Care to Primary CareEdgar Chou, Paulina S. Sockolow. [doi]
• Usability Study of a Decision Support Website to Support People Living with Cystic Fibrosis in Shared Decision Making about Lung TransplantNick Reid, Kathleen J. Ramos, Mara R. Hobler, Lauren E. Bartlett, Siddartha G. Kapnadak, Andrea L. Hartzler. [doi]
• Evolving Challenges in Patient MatchingAbel N. Kho, Shaun J. Grannis, Adam Culbertson, Molly Murray, Yu Deng. [doi]
• Incorporation of American Hospital Association Annual Survey Data into a Health Services Research Data WarehouseNichole Samuy, Bunyamin Ozaydin, Ferhat D. Zengul. [doi]
• Mental Functioning OntologiesGuy Divita, Maryanne Sacco, Janna Hastings, Piper Ranallo. [doi]
• Practical Approaches to Telehealth EquityJorge A. Rodriguez, Amy Sheon, Sarah C. Nosal, Courtney R. Lyles, Jessica S. Ancker. [doi]
• Stewardship Considerations in the Development and Implementation of Shareable SMART on FHIR Applications: Case Studies on Multiple Chronic Condition Care Planning and Chronic Pain ManagementLaura Haak Marcial, Saira N. Haque, Kensaku Kawamoto, David A. Dorr, Roland E. Gamache. [doi]
• Design and development of an informatics-driven implementation research framework for primary care studiesJiancheng Ye. [doi]
• A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty ReferralWui Ip, Priya Prahalad, Jonathan Palma, Jonathan H. Chen. [doi]
• Comparing Language Model Vocabulary Coverage on Clinical DocumentsBryan D. Steitz, Adam Wright. [doi]
• Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical NotesLiqin Wang, Dinah Foer, Erin MacPhaul, Ying-Chih Lo, David W. Bates, Li Zhou. [doi]
• Advancing the Use of FHIR in Research: An Update on NIH's EffortsTeresa Zayas-Cabán, Belinda Seto, Paul A. Harris, Allison P. Heath, Viet Nguyen. [doi]
• emrKBQA: Creating a Clinical Knowledge-Base Question Answering DatasetRachita Chandra, Preethi Raghavan, Jennifer J. Liang, Diwakar Mahajan, Peter Szolovits. [doi]
• The Missing Piece: Utilizing Social Work Documentation for the Collection of Social Determinants of HealthAmanda Steffon, Precious Faith H. Porter. [doi]
• Classifying Infection Risk Following Pediatric Cardiac SurgeryKaitlin C. Williamson, Daniel Fabbri. [doi]
• Accelerating the Use of Standardized APIs to Support Real-World Data and Real-World Evidence for Health Care and ResearchAnita Samarth, Kevin Chaney, Scott Gordon, Vera Mucaj, Andrew Kress. [doi]
• Strategies for Disease Containment: A Biological-Behavioral-Intervention Computational Informatics FrameworkEva K. Lee, Yifan Liu, Fan Yuan, Ferdinand H. Pietz. [doi]
• Development and Validation of a Survival Score for the Emergency Department in SingaporeFeng Xie, Bibhas Chakraborty, Nan Liu 0003, Marcus Eng Hock Ong. [doi]
• A Practical Approach for Monitoring the Use of Copy-Paste in Clinical NotesDavid K. Vawdrey, William Cauthorn, Diane Francis, Kathy Hackenberg, Gerald Maloney, Benjamin Hohmuth. [doi]
• Artificial intelligence identifies the progression of cancer patients with kidney diseaseQianqian Song, Jing Su. [doi]
• Monitoring the Effects of the Pandemic on Cancer-Related Patient EncountersJack W. London, Elnara Fazio-Eynullayeva, Matvey B. Palchuk, Peter J. Sankey, Christopher McNair. [doi]
• Parent and Paraprofessional Use of Commercial Augmentative and Alternative Communication Devices with Non-verbal Autistic Young PeopleAriana Bernstein, Jina Huh-Yoo, Andrea Forte. [doi]
• Clinical Research Coordinators' Perceptions of Electronic Data Capture Systems Adopted in Clinical ResearchMichelle E. Johnson, Fei Yu. [doi]
• Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New EvidenceFlorian Borchert, Laura Meister, Thomas Langer, Markus Follmann, Bert Arnrich, Matthieu-P. Schapranow. [doi]
• A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey DataAmelia J. Averitt, Deepika Sharma, Michael Cantor. [doi]
• Extraction of Electronic Health Record Data using Fast Healthcare Interoperability Resources for Automated Breast Cancer Risk AssessmentJulia E. McGuinness, Tianmai Zhang, Kevin Cooper, Arusha Kelkar, Jill Dimond, Virginia Lorenzi, Katherine Crew, Rita Kukafka. [doi]
• Quantifying Uncertainty in Patient Count Metrics Derived from Imperfect EHR-based PhenotypesJack VanSchaik, Sunandan Chakraborty. [doi]
• ADNet: Identify biomarkers of Alzheimer Disease with MRI and EMR data using Deep Neural NetworksZiyang Tang, Qianqian Song, Jing Su, Baijian Yang. [doi]
• Comparison of Population-wide Explanations for Predicting the Outcomes of Patients with Community-Acquired PneumoniaEddie Pérez Claudio, Shyam Visweswaran, Harry Hochheiser. [doi]
• A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic AnalysisAmelia J. Averitt, Nilanjana Banerjee, Michael Cantor. [doi]
• Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain InjuryAmin Nayebi, Sindhu Tipirneni, Brandon Foreman, Jonathan J. Ratcliff, Chandan K. Reddy, Vignesh Subbian. [doi]
• Golden opportunities for clinical decision support in an era of team-based medical carePaul R. Dexter, Titus K. Schleyer. [doi]
• COVID-19 concerns and interests differ with socioeconomic status: Twitter AnalysisSamah J. Fodeh, Sabrina Su, Aarthi Venkat, Lisa B. Puglisi. [doi]
• Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine LearningCongning Ni, Jonathan Hughes, Andrew Nam, Zhijun Yin. [doi]
• Informatics-Driven COVID-19 Vaccine Enterprise: Lessons for the FutureNitu Kashyap, Sarah A. Kelly, Rebecca Mccray, Allen Hsiao. [doi]
• Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal DataSutanay Choudhury, Khushbu Agarwal, Colby Ham, Pritam Mukherjee, Siyi Tang, Sindhu Tipirneni, Veysel Kocaman, Suzanne Tamang, Robert Rallo, Chandan K. Reddy. [doi]
• Optimizing Clinician Alerts for Concerning Symptoms in an Electronic Patient-Reported Outcomes (ePRO) System in Community OncologyAmila M. Patel, Lalan S. Wilfong, Ethan M. Basch, Angela Stover, Max Franklin, Ben Pearson, Debra A. Patt. [doi]
• Multi-Site Testing of a Prolonged Opioid Prescribing Electronic Clinical Quality Measure Following Elective Primary Total Hip and/or Total Knee ArthroplastiesAvery Pullman, Mica R. Curtin-Bowen, Ania Syrowatka, Alexandra C. Businger, Michael Sainlaire, Stuart R. Lipsitz, Tien Thai, Troy Li, David W. Bates, Patricia C. Dykes. [doi]
• Machine Learning for Predicting Hospital Acquired Pressure Injuries in ICU Patients: From Explainable AI to Ensemble Super LearnersJenny Alderden, Andrew Wilson, Sergey Krikov, Jonathan Dimas, Ryan Butcher, Tracey L. Yap. [doi]
• Toward Patient-Centered Informatics Solutions: The Role of IntersectionalityEmily Bascom, Reggie Casanova-Perez, Harshini Ramaswamy, Deepthi Mohanraj, Janice Sabin, Wanda Pratt, Andrea L. Hartzler. [doi]
• The Role of eHealth Developers and Medical Professionals in Reducing Ageism and Geriatric Digital ExclusionDani Zoorob, Yasmin Hasbini, Victoria Wangia-Anderson, Brian Miller, Debi Brobst. [doi]
• Mapping the Read2/CTV3 controlled clinical terminologies to Phecodes in UK Biobank primary care electronic health records: implementation and evaluationSpiros C. Denaxas, Ge Liu, QiPing Feng, Ghazaleh Fatemifar, Lisa Bastarache, Vern Eric Kerchberger, Aroon D. Hingorani, R. Tom Lumbers, Josh F. Peterson, Wei-Qi Wei, Harry Hemingway. [doi]
• Perceptions on Granular Data Sharing in Behavioral Health PopulationsTina Kaing, George Karway, Julia Ivanova, Anita C. Murcko, Michael Franczak, Mary Jo Whitfield, Adela Grando. [doi]
• Incidence and Impact of Missing Functional Elements on Information Comprehension using Audio and TextGondy Leroy, David Kauchak, Nick Kloehn. [doi]
• Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient RecommendationAmy Robinson, Tanya Podchiyska, Samson Tu, Justin G. Chambers, Omar A. Usman, Vishal Duggal, Anju Sahay, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein. [doi]
• Factors Affecting Telemedicine Utilization among Cardiovascular Disease Patients During the COVID-19 PandemicSuwei Wang, Hu Huang, Elisabeth Scheufele, Gretchen P. Jackson, Irene Dankwa-Mullan. [doi]
• A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing ModelsZehao Yu, Xi Yang 0015, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo 0005, Jiang Bian 0001, Yonghui Wu. [doi]
• Sepsis Prediction Using Semi-Supervised and Transfer LearningJohn R. Caskey, Fereshteh S. Bashiri, Anoop Mayampurath, Nicole Dussault, Jay Dumanian, Sivasubramanium V. Bhavani, Kyle A. Carey, Emily R. Gilbert, Christopher J. Winslow, Nirav S. Shah, Dana P. Edelson, Majid Afshar, Matthew M. Churpek. [doi]
• Mining and characterizing long-COVID symptoms from self-reports on RedditYao Ge, Yuting Guo, Abeed Sarker. [doi]
• Design and Feasibility of a Digital Health Platform for Rural California in Response to COVID-19Scott P. McGrath, Cynthia Matsumoto, David Lindeman, Katherine K. Kim. [doi]
• Leveraging Ontologies for the Aggregation of Normalized Pharmacy ContentMichael Denton, Tosh Kartchner, Jonathan Herbert, Dean Woolstenhulme. [doi]
• How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use CaseUri Kartoun, Shaan Khurshid, Bum chul Kwon, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng. [doi]
• Understand the Role of Health Literacy in Relation to Social Determinants of Health: A Systematic ReviewShwetha Bindhu, Anunita Nattam, Catherine Xu, Tiffany Grant, Hexuan Liu, Danny T. Y. Wu. [doi]
• The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination PredictionKanglin Hsieh, Xiaoqian Jiang, Yejin Kim, Yu-Chun Hsu. [doi]
• Addressing Challenges and Strategies for Virtual Recruitment for Longitudinal StudiesAnnie C. Myers, Meghan Reading Turchioe, Sabrina Mangal, Leslie Park, Lisa Grossman Liu, Ruth Masterson Creber. [doi]
• Toward phenotyping of ventilator-induced lung injury with a damage-informed pulmonary model of lung-ventilator interactionDavid J. Albers, Deepak Agrawal, Bradford Smith, Peter D. Sottile, Tellen D. Bennett, Jake Stroh, George Hripcsak. [doi]
• NLP-Driven Automated News Monitoring Solution for COVID-19 ResponseMary Kennedy-Moore, Stephen A. Mustillo, Connor Kennedy, Zakir Hussain, Jessica D. Tenenbaum. [doi]
• Prediction of Small Bowel Obstruction Outcomes with Machine LearningTanner B. Wilson, Gilles Clermont, Harry Hochheiser. [doi]
• National COVID Cohort Collaborative (N3C) Case-control BuddiesMarshall Clark, Adam M. Lee, Emily R. Pfaff, Kristin Kostka, Matvey B. Palchuk, Lora Lingrey, Michele Morris, Robert T. Miller. [doi]
• Extracting Social Variables from Clinical Documentation to Better Facilitate Response to Patient NeedKatie Allen, Daniel Hood, Jonathan Cummins, Suranga Nath Kasthurirathne, Peter J. Embí, Joshua R. Vest. [doi]
• Graph Based Machine Learning for Healthcare: State of the Art, Challenges, and OpportunitiesYuan Luo, Fei Wang, Marinka Zitnik, Shuiwang Ji. [doi]
• Comparing Performance of Hip-worn and Wrist-worn Research-Grade Activity Monitors for Daily ActivitiesKatrina Boles, Malaika Gallimore, Chuka Emezue, Chelsea Howland, Amy Grimsley, Jo-Ana Chase, Allison Anbari, LeeAnne B. Sherwin, Blaine Reeder. [doi]
• A Framework to Support Diversity, Equity, and Inclusion within AMIA Through Strengthened Pathways, Support and LeadershipOliver J. Bear Don't Walk IV, Kevin K. Wiley, Lois Walters-Threat, Rebecca L. Rivera, Martin Chieng Were, Tiffani J. Bright. [doi]
• Applying State of the Art Language Models to Enable Better Clinical Natural Language ProcessingBryan D. Steitz, Emily Alsentzer, Hoo-Chang Shin, Byron Wallace, Adam Wright. [doi]
• Comparing Automated Extraction to Manual Chart Review for COVID-Specific Research Data Abstraction: A Case StudyAndrew L. Yin, Winston L. Guo, Evan Sholle, Mangala Rajan, Laura C. Pinheiro, Parag Goyal, Justin Choi, Mark N. Alshak, Han Li, Graham T. Wehmeyer, Mark G. Weiner, Monika M. Safford, Thomas R. Campion Jr., Curtis L. Cole. [doi]
• Using Specific COVID-19 Targets and Patient Care Settings as a Springboard for Driving Global Improvements in the Learning Health System Cycle for COVID-19 and BeyondSteve Bernstein, Jerome A. Osheroff, Julia Skapik, Christopher J. Tignanelli, Matthew Burton. [doi]
• Automatic Stratification of Tabular Health DataSkyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Nosa Orobaton, Daniel B. Neill. [doi]
• A clinical decision support system (CDSS) ontology to facilitate portable vaccination CDSS rules: preliminary resultsXia Jing, Hua Min, Yang Gong, James J. Cimino, David Robinson, Dean F. Sittig, Paul G. Biondich, Adam Wright, Christian Nøhr, Tim Law, Arild Faxvaag, Akash Indani, Nina Hubig, Ronald Gimbel, Lior Rennert. [doi]
• An Example of Leveraging State Claims Data to Evaluate COVID-19 Policy Changes Regarding Substance Abuse Disorder/Opioid Use Disorder ProgramsCharles Mueller, Johnna Beane, Tsan-Yao Huang, Thomas Bias, Jennifer A. Mallow. [doi]
• Feasibility and efficacy of using commercially available mHealth technologies and tailored text messages to improve self-care in patients with heart failure: Phase I clinical trial of the iCardia4HF interventionSpyros Kitsiou, Susan Pressler, Mayank Kansal, Susan Buchholz, Jinsong Chen, Jonathan Leigh, Ayomide Owoyemi, Ben S. Gerber. [doi]
• Oral-HPV Screening Tool for Assessing Individuals at Risk for HPV-associated Oropharyngeal CancerSteven D. London, Paul Fontelo, Shadokht Boroumand, Bruce A. Dye. [doi]
• U.S. COVID-19 Surveillance in PCORnet®Sheryl A. Kluberg, Thomas Carton, Charles Bailey, Julia A. Fearrington, Keith Marsolo, Kshema M. Nagavedu, Jon Puro, Jason P. Block. [doi]
• To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health RecordsAlon Brutzkus, Pinchas Akiva, Guy Amit. [doi]
• Understanding Enterprise Data Warehouses to Support Clinical and Translational Research: Initial Findings on Enterprise Information Technology Relationships, Data Governance, Workforce, and Cloud ComputingBoyd M. Knosp, Catherine K. Craven, David A. Dorr, Elmer V. Bernstam, Thomas R. Campion Jr.. [doi]
• Long Covid: A Comprehensive Collection of Articles Regarding Long-Haul Symptoms in COVID-19 SurvivorsRobert Leaman, Qingyu Chen 0001, Alexis Allot, Zhiyong Lu. [doi]
• Characterizing Outpatient Portal Use among Women Receiving Obstetric and High-risk Pregnancy CareEvan Morgan, Shonda Vink, Pallavi Jonnalagadda, Priti Singh, Naleef Fareed. [doi]
• The COVID-19 Pandemic as Catalyst: The Acceleration of Registry Science in the 21st Century to Address Novel ChallengesSteven E. Labkoff, Leon Rozenblit, Helen Burstein, Rachel L. Richesson. [doi]
• A Novel Data Portal to Enable COVID-19 Data Integration and AnalysisNich Wattanasin, Victor M. Castro, Vivian S. Gainer, Barbara Benoit, Andrew Cagan, Reeta Metta, Shawn N. Murphy. [doi]
• Opportunities to Advance Workflow Automation Through Modern ComputingTeresa Zayas-Cabán, Tracy H. Okubo, Marc Overhage, Walter Suarez, Grace Cordovano. [doi]
• Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-raysYan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Song Wang, Ahmed H. Tewfik, George Shih, Ying Ding, Yifan Peng. [doi]
• Gender Differences in Time to Diagnosis through Fairness and Time Variant Evaluation of EHR DataTony Y. Sun, Oliver J. Bear Don't Walk IV, Jenny Chen, Jaan Altosaar, Harry Reyes Nieva, Noemie Elhadad. [doi]
• Towards effect estimation of COVID-19 Non-pharmaceutical InterventionsVesna Resende Barros, Victor Akinwande, Itay Manes, Osnat Bar-Shira, Celia Cintas, Yishai Shimoni, Michal Rosen-Zvi. [doi]
• Usability and Accuracy Evaluation of the Fitbit Versa 3 Smart Watch Compared to Research-Grade DevicesChuka Emezue, Chelsea Howland, Malaika Gallimore, Katrina Boles, Amy Grimsley, LeeAnne B. Sherwin, Allison Anbari, Jo-Ana Chase, Blaine Reeder. [doi]
• Comparison of a patient cohort and predictive models derived from local academic medical centers versus a national health databaseCourtney Page, Conrad Sweitek, Cliona Molony, Karen Chandross, Benjamin Alan Goldstein. [doi]
• Teaching Medical Students Health Care Failure Mode and Effect Analysis: A Case Study of Inpatient Pain Management Computerized Decision SupportBlake J. Lesselroth, William Dudney, Juell Homco, Melissa Van Cain, Savanna Smith, Audrey Corbett. [doi]
• Active Learning Based User-Defined Chest X-Ray Diagnosis System Leveraging 5G Infrastructure for COVID-19 Variant DetectionYing Wang 0062, Janusz Wojtusiak. [doi]
• Core Outcomes Sets Development in COVID-19 Clinical TrialsIrena Parvanova, Joseph Finkelstein. [doi]
• Toward Privacy Implications in Developing and Deploying Chatbots in Informatics Research: Analysis of Chatbot Development PlatformsDiva Smriti, Rahil Rathod, Jina Huh-Yoo. [doi]
• Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser PermanenteElham Hatef, Masoud Rouhizadeh, Claudia Nau, Fagen Xie, Ariadna Padilla, Lindsay Joe Lyons, Christopher Rouillard, Mahmoud Abu-Nasser, Hadi Kharrazi, Jonathan P. Weiner, Douglas Roblin. [doi]
• Tuberculosis treatment support tools: Iterative refinement based on a mixed-method randomized controlled pilot study and usability testingSarah J. Iribarren, Kyle Goodwin, Alex Stabile, Alfie Vidrio, Rebecca Schnall, George Demiris. [doi]
• Beyond Absolute Acuity: Changes in Relative Acuity Direct Proactive Rapid Response Teams toward Meaningful InterventionsJoseph Beals, Kathy Belk, Sheila Coonan, Jacqueline Laird. [doi]
• Using Deep Neural Network Binary Classifiers to Infer MeSH Publication TypesVictor Cid, James G. Mork. [doi]
• Electronic Health Records Reveal Statins Prescription Trends among Small to Medium Sized PracticesJingzhi Yu, Ann A. Wang, Huyen Vu, Nicholas Soulakis, Yacob Tedla, Abel N. Kho. [doi]
• Applying Real World Data to CDISC Standards through the Joint FHIR® to CDISC® Mapping DocumentRebecca L. Baker, Rhonda Facile, Bess LeRoy. [doi]
• Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of conceptVanessa Panaite, Dezon Finch, Andrew R. Devendorf, Lina Bouayad, Stephen L. Luther, Susan K. Schultz. [doi]
• Learning Predictive and Interpretable Timeseries Summaries from ICU DataNari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez. [doi]
• Medical Curriculum Elective to Integrate Clinical Analytics and Artificial Intelligence in Preparing Physicians for the Digitally Enabled PracticeMiriam Isola, Radhika Sreedhar, Linda F. Chang, Tushar Patel, Max Anderson, Jacob Krive. [doi]
• Multi-Channel LSTM for Modeling Irregularly Sampled Time SeriesShreyas Bhave, Adler J. Perotte. [doi]
• Impact of a Clinical Decision Support Tool for Cardiovascular Preventive Care in Community Health Centers: Randomized Trial ResultsRachel Gold, Patrick J. O'Connor, Annie Larson, JoAnn M. Sperl-Hillen, Dave Boston, A. Lauren Crain, Christina Sheppler, Mary Middendorf, Ann Romer, John Heintzman, Deepika Appana. [doi]
• Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School ClassroomJennifer Ushe, Doug Redd, Scarlyn Gutierrez Nunez, Eduardo A. Trujillo-Rivera, Senait Tekle, Stuart J. Nelson, Qing T. Zeng. [doi]
• De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based ClusteringYongtai Liu, Douglas Conway, Zhiyu Wan, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin. [doi]
• Integrating Multimodal Electronic Health Records for Diagnosis PredictionRui Li, Fenglong Ma, Jing Gao. [doi]
• Relationship Between Social Determinants of Health and Total Joint Arthroplasty ComplicationsLauryn Remmers, Edward Kalpas, Priya Radhakrishnan, Anita C. Murcko. [doi]
• Comparing the Phenomic Profile of All of Us Research Program and National COVID Cohort CollaborativeKyle P. Webb, David J. Schlueter, Jacob Keaton, Tracey Ferrara, Ariel Williams, Joshua Denny. [doi]
• Generalizing Dynamic Dashboards for Community-Engaged InterventionsDaniel R. Harris, Daniel Redmond, Jeffery C. Talbert. [doi]
• "There for You Every Day": Pilot Study of an Automated Conversational Health CoachElliot G. Mitchell, Lena Mamykina. [doi]
• On Predicting Recurrence in Early Stage Non-small Cell Lung CancerSameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini. [doi]
• Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population SubgroupsBum chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick Ellinor, Steven A. Lubitz, Kenney Ng. [doi]
• Privacy-Preserving Federated Biomedical Data AnalysisXiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong 0001, Lucila Ohno-Machado. [doi]
• Evaluating the Utility of a Prototype Clinical Decision Support Tool for Chronic Pain Treatment Choices in Primary CareKatie S. Allen, Elizabeth C. Danielson, Sarah M. Downs, Olena Mazurenko, Julie Diiulio, Burke W. Mamlin, Christopher A. Harle. [doi]
• Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word EmbeddingDebasis Ganguly, Martin Gleize, Yufang Hou 0001, Charles Jochim, Francesca Bonin, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Robert West, Marie Johnston, Mike Kelly, Susan Michie. [doi]
• A Mobile app to Stratify Deterioration Risk at Admission for COVID-19 Patients Using the Rothman IndexJoseph Beals IV, Jaime Barnes, Daniel Durand, Joan M. Rimar, Thomas Donohue, mahfuz hoq, Kathy Belk, Alpesh Amin, Michael Rothman. [doi]
• Evaluating HL7 FHIR Resources for Sharing Research Consent DataM. Katie Banasiewicz, Mark McEver, Douglas Conway, Alex C. Cheng, Colleen Lawrence, Leah Dunkel, Paul A. Harris, Stephany Duda. [doi]
• Usability of Clinical Decision Support System for Nursing Care Planning in Palliative Care: Heuristic EvaluationHwayoung Cho, Gail M. Keenan, Olatunde O. Madandola, Fabiana C. Dos Santos, Tamara Goncalves Rezende Macieira, Ragnhildur I. Bjarnadottir, Karen Priola, Karen Dunn Lopez. [doi]
• Creating a Home for Genomic Data in the Electronic Health RecordNephi Walton, Darren Johnson, Bret S. E. Heale, Thomas Person, Marc S. Williams. [doi]
• REDHot OMOP: Facilitating Semantic Interoperability in REDCap with FHIR and the OMOP CDMSalvatore G. Volpe, Karthik Natarajan. [doi]
• Understanding Heart-Failure Patients EHR Clinical Features via SHAP Interpretation of Tree-Based Machine Learning Model PredictionsShuyu Lu, Ruoyu Chen, Wei Wei, Mia Belovsky, Xinghua Lu. [doi]
• DS-DETERMINED: Using PCORnet and Referral Code Linkage to Expand the NIH DS-CONNECT Registry and Assess Down Syndrome Participants' Self-DeterminationLemuel R. Waitman, Sravani Chandaka, Daniel W. Connolly, Jud Rhode, Debbie Jae, Evan Dean. [doi]
• Impact of Sex and Gender Disparities on Computational Phenotyping: A Potential Barrier to an Equitable Learning Health SystemRebecca T. Levinson, Jennifer R. Malinowski, Luke V. Rasmussen, Suzette J. Bielinski, Véronique L. Roger, Quinn S. Wells, Laura K. Wiley. [doi]
• Alerting Primary Care Teams to Out-of-Network Acute Care Events using Health Information Exchange: Impact on Timely Follow-UpBrian E. Dixon, Kimberly M. Judon, Ashley L. Schwartzkopf, Vivian Guerrero Aquino, Nicholas S. Koufacos, Justine May, Cathy C. Schubert, Kenneth S. Boockvar. [doi]
• Assessment of Fast Healthcare Interoperability Resources Response Times in a Production Electronic Health Record Embedded VisualizationJeritt G. Thayer, Megan O. Lewis, Jonathan Spergel, Robert W. Grundmeier. [doi]
• Developing a Data Quality Standard Primer for Cardiovascular Risk Assessment from Electronic Health Record Data Using the DataGauge ProcessFranck Diaz-Garelli, Andrew M. Long, Michael P. Bancks, Alain G. Bertoni, Adhithya Narayanan, Brian Wells. [doi]
• A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-AnalysisHuan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu. [doi]
• Adapting EHRs to Support Ongoing Provider Diagnostic CalibrationJulia Adler-Milstein, Andrew Olson, Charlene R. Weir, Benjamin I. Rosner, Robert E. El-Kareh. [doi]
• Linking U.S. Administrative Claims Data and Electronic Health Records to Describe Association Between Ambulatory Care Appointment No-Show and Healthcare Resource Use and CostIman Mohammadi, Zulkarnain Pulungan, Nathan Markward. [doi]
• Barriers to Seeking Treatment and Attitudes Towards Using Telehealth to Support Management of Depression Among Black WomenTerika McCall. [doi]
• Comparing Deep Learning and Conventional Machine Learning Models for Predicting Mental Illness from History of Present Illness NotationsIngroj Shrestha, Padmini Srinivasan. [doi]
• Imputing Longitudinal Growth Data in International Pediatric Studies: Does CDC Reference Suffice?Zhiguo Li, Jorma Toppari, Markus Lundgren, Brigitte I. Frohnert, Peter Achenbach, Riitta Veijola, Vibha Anand. [doi]
• Prediction Model for Detecting Asymptomatic Covid-19 Infection in Preoperative PatientsAmit K. Saha, Scott Segal. [doi]
• Risk Stratifying Heart Failure Readmissions of VAD-Eligible Patients Using Laboratory DataJinchen Xie, Arman Kilic, Rema Padman. [doi]
• Leveraging PGHD in Clinical Workflows: Opportunities and Challenges for Use in Patient CareVictoria L. Tiase, Robin Austin, Christie L. Martin, Young Ji Lee. [doi]
• Rolling up the Sleeve: Equitable, Efficient, and Safe COVID-19 Mass-Immunization for Academic Medical Center EmployeesSamuel A. McDonald, Mujeeb A. Basit, Seth M. Toomay, Christopher McLarty, Susan Hernandez, Chris Rubio, Bruce J. Brown, Mark Rauschuber, Ki Lai, Sameh N. Saleh, DuWayne L. Willett, Christoph U. Lehmann, Richard J. Medford. [doi]
• Patient-Centered Care Practices in Secure Messaging: Qualitative Analysis of Interviews with VHA Primary Care TeamsLynn A. Garvin, Emily Leonard, Linda Am, Timothy P. Hogan, Stephanie L. Shimada. [doi]
• Patient Perceptions of Receiving COVID-19 Test Results via an Online Patient PortalRobert W. Turer, Catherine M. DesRoches, Liz Salmi, Tara Helmer, Samuel T. Rosenbloom. [doi]
• Lesbian, Gay, and Bisexual Patient Perceptions of Collaborative Communication: Implications for Access to Health InformationAlicia Williamson, Lindsay K. Brown, Tiffany C. Veinot, Denise L. Anthony. [doi]
• An Exploration of Reasons Behind Drug De-escalation and Discontinuation Events in Clinical NotesJennifer J. Liang, Diwakar Mahajan. [doi]
• Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDSGregory C. Ghahramani, Matthew Brendel, Mingquan Lin, Qingyu Chen 0001, Tiarnan D. Keenan, Kun Chen, Emily Y. Chew, Zhiyong Lu, Yifan Peng, Fei Wang. [doi]
• Cardiac patients' and healthcare providers' telehealth experiences during the COVID-19 pandemic in Queens, New YorkMeghan Reading Turchioe, Alexander Volodarskiy, Jessica S. Ancker, Joshua Vapnik, Sushant Sunkaraneni, David Slotwiner. [doi]
• Chronic Medical Conditions effects on Telemedicine Implementation During the COVID-19 Pandemic in Senior US AdultsJorge Mario Rodríguez-Fernández, Emily Danies, William L. Galanter, Ayis Pyrros, Andrew Boyd, Karl Kochendorfer. [doi]
• Diachronic Analysis of the Evolution of COVID-19 Scientific LiteratureDenis R. Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser. [doi]
• Unsupervised characterization of Major Depressive Disorder medication treatment pathwaysBarrett Jones, Colin G. Walsh. [doi]
• Patient-Reported Visit Modality Preferences During a PandemicAndrea Millman, Jie Huang 0013, Yazan Nagi, Judy Shan, Anjali Gopalan, Emilie Muelly, Catherine Lee, Loretta Hsueh, Ilana Graetz, Nayana Bhaskar, Mary Reed. [doi]
• Automatic Data Curation from Unstructured TextProtiva Rahman, Daniel Fabbri. [doi]
• Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized TrialLisa Grossman Liu, Meghan Reading Turchioe, David Russell, Annie C. Myers, David K. Vawdrey, Ruth Masterson Creber. [doi]
• First-line drug resistance profiling of Mycobacterium tuberculosis: a machine learning approachStephanie J. Müller, Rebone L. Meraba, Gciniwe S. Dlamini, Darlington S. Mapiye. [doi]
• Assessing Added Value of Vital Signs Extracted from Electronic Health Records in the Performance of Healthcare Risk Adjustment ModelsChris Kitchen, Hsien-Yen Chang, Jonathan P. Weiner, Hadi Kharrazi. [doi]
• Adoption of Telemedicine During the COVID-19 Pandemic: Perspectives of Primary Healthcare ProvidersJoe Lintz. [doi]
• Assessing Clinical Staff Usability & Satisfaction Before and After an Electronic Health Records Implementation Using Health-ITUESRachel Y. Lee, Sarah Collins Rossetti, Jonathan Elias, Amanda J. Moy, Eugene Lucas, Jessica M. Schwartz, Erika L. Abramson, Jessica S. Ancker, Susan B. Bostwick, Kenrick Cato. [doi]
• Machine Learning for Time to Event Biomedical ResearchIoana Danciu, Greeshma A. Agasthya, Janet P. Tate, Amy C. Justice, Benjamin H. McMahon, Olga Ovchinnikova. [doi]
• Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and CephalosporinsHeba Edrees, Diane L. Seger, Ying-Chih Lo, David W. Bates, Li Zhou 0007. [doi]