| 2021 | Addition of auditable testing rational provides real-time information on hospital practice patterns. | Michael S. Icardi, Larry Mole, Mark Holodniy |
| 2021 | Leveraging the MedDRA Biomedical Terminology and Weak Labeling for Mental Health Symptom Surveillance from patient Notes. | Marie Humbert-Droz, Suzanne Tamang, Olivier Gevaert |
| 2021 | Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality. | Ming Huang, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Yue Yu, Julie E. Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi A. Patten |
| 2021 | Deep Significance Clustering (DICE) a Heterogenous Population. | Yufang 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 |
| 2021 | The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction. | Kanglin Hsieh, Xiaoqian Jiang, Yejin Kim, Yu-Chun Hsu |
| 2021 | Evaluation of the Effectiveness of an Opioid Reversal Alert at an Academic Medical Center. | Bernard M. Hsia, Diana J. Schreier, Benjamin J. Anderson, Jenna K. Lovely |
| 2021 | COVID-19-Catalyzed and Informatics-Driven Evolution to a Learning Health System. | Allen Hsiao, Lisa Stump, Nitu Kashyap |
| 2021 | Transforming Healthcare through Patient-Generated Health Data Integration. | Chun-Ju Hsiao, Deborah J. Cohen, Ida Sim, Leslie A. Lenert, Danielle C. Lavallee |
| 2021 | Development and Validation of a Machine Learning Model to Predict Contact Moments in Post-Myocardial Infarction Home Measurements. | Anne A. H. de Hond, Esmee Stoop, Nicole van Keulen, Loes van Winden, Ellen Poorter, Douwe Atsma, Ilse M. J. Kant, Ewout W. Steyerberg |
| 2021 | Validating the Value and the Usability of Real-Time Prescription Benefit Data. | Megan A. Holsopple, Kyle Campbell, Anna Baer, Mihir Parikh |
| 2021 | Assessing the Impact of COVID-19 on Clinician Electronic Health Record Use. | A Jay Holmgren, N. Lance Downing, Mitchell Tang, Christopher D. Sharp, Christopher A. Longhurst, Robert S. Huckman |
| 2021 | The Impact of Quality Feedback and Reporting on Hospital EHR Medication Safety Improvement. | A Jay Holmgren, David W. Bates |
| 2021 | Apps for Covid-19 in Germany: Assessment Using the Mobile Application Rating Scale. | Felix Holl, Fabian Flemisch, Walter Swoboda, Johannes Schobel |
| 2021 | Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. | Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz |
| 2021 | Expanding Exposure Notification Verification Code Issuance in WA State. | Amanda Higgins, Shannon O'Keefe, Bryant Thomas Karras |
| 2021 | COVID-19 Dashboard: Visual Exploration of the Regional Pandemic Trend. | Huan He, Liwei Wang, Andrew Wen, Ming Huang, Yanshan Wang, Hongfang Liu |
| 2021 | A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-Analysis. | Huan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu |
| 2021 | 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 Elements. | Raquel G. Hernandez, Paola B. Dees, Joann C. Derosa, Fiorella Gonzalez, Christine Hammerschmidt, John Morrison, Benton Ng, Ashish B. Shah, Luis M. Ahumada |
| 2021 | Integrating Medical and Dental Histories for Translational Science. | Darren W. Henderson, Malini S. Kirakodu, James R. Aaron, Tamela J. Harper, Daniel R. Harris, Jeffery C. Talbert, Luciana M. Shaddox |
| 2021 | Evaluating the Downstream Performance Impact of Various Common Off-the-Shelf Clinical NLP Components. | Paul M. Heider, Stphane M. Meystre |
| 2021 | Overview and Descriptive Analysis of a New Ontology for Normalizing Section Types in Unstructured Clinical Notes. | Paul M. Heider, Stphane M. Meystre |
| 2021 | Investigating the Narratives of Anti-Asian Hate Speech on Twitter During the COVID-19 Pandemic. | Lu He, Ya Cheng, Tianyang Zhou, Yongxu Xian |
| 2021 | Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser Permanente. | Elham Hatef, Masoud Rouhizadeh, Claudia Nau, Fagen Xie, Ariadna Padilla, Lindsay Joe Lyons, Christopher Rouillard, Mahmoud Abu-Nasser, Hadi Kharrazi, Jonathan P. Weiner, Douglas Roblin |
| 2021 | Promoting Use of Common Data Elements in Research Studies. | Paul A. Harris, Robert J. Taylor, Vaishali Jagtap, Douglas Conway, Stephany Duda, Alex C. Cheng |
| 2021 | Generalizing Dynamic Dashboards for Community-Engaged Interventions. | Daniel R. Harris, Daniel Redmond, Jeffery C. Talbert |