| 2022 | Self-paced Training Modality to Promote the Use of All of Us Researcher Workbench in Educational and Research Settings. | Hiral Master, Lina Sulieman, Paul A. Harris, Karthik Natarajan, Robert J. Carroll, Kayla Marginean, Kelsey R. Mayo, Aymone Kouame, Michael Lyons |
| 2022 | Empowering Patients to Address Diabetes Care Gaps: Usability Study of a Novel Patient Portal Intervention. | William Martinez, Jared Cobb, Sapna Gangaputra, Amber J. Hackstadt, Lindsay Mayberry, Lyndsay Nelson, Neeraja Peterson, S. Trent Rosenbloom, Zhihong Yu, Tom Elasy |
| 2022 | Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary Rehabilitation. | Jacob A. Martin, Arnab Chowdhury, Gary E. Weissman |
| 2022 | Comparison of Ordering Tools on Adherence to Treatment Protocols in the Emergency Department. | Kyle A. Marshall, David Friedlander, Vishnu Mohan, David K. Vawdrey |
| 2022 | i2b2 Modern UI to Achieve Unified i2b2/SHRINE User Experience. | Anupama Maram, Nick Benik, Griffin M. Weber, Jeffrey G. Klann |
| 2022 | Using Linked Registry-Electronic Health Records to Examine Long-term Outcomes of Medical Devices. | Jialin Mao, Michael Matheny, Philip Goodney, Art Sedrakyan |
| 2022 | Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution. | Francesca Manni, Aleksandr Bukharev, Anshul Jain, Shiva Moorthy, Asif Rahman, Anca Bucur |
| 2022 | Building Trust in Research Through Information and Intent Transparency with Health Information. | Sabrina Mangal, Leslie Park, Meghan Reading Turchioe, Jacky Choi, Stephanie Nio de Rivera, Annie C. Myers, Parag Goyal, Lydia Dugdale, Ruth Masterson Creber |
| 2022 | Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage. | Sabrina Mangal, Maryam Hyder, Hannah Curtis, Kate Zarzuela, Mahad Musse, Christina Ramasami, Monika M. Safford, Mark Lachs, Parag Goyal |
| 2022 | Putting the user back in user-centered design: Strategies for incorporating patient goals and values throughout the design of decision aids. | Sabrina Mangal, Natalie C. Benda, Ruth Masterson Creber, Meghan Reading Turchioe, Adriana Arcia |
| 2022 | Using structured knowledge to help identify and prevent M-bias. | Scott A. Malec, Steve Albert |
| 2022 | Impact of Changes in CMS E/M Documentation Requirements on Physician EHR Use. | Natalya Maisel, J. Marc Overhage, Robert Thombley, Kathleen Blake, Christine A. Sinsky, Lindsey E. Carlasare, Julia Adler-Milstein |
| 2022 | Federal Initiatives to Increase Access to and Linkage of Longitudinal Data Sets to Enhance Data Capacity for Patient-Centered Outcomes Research. | Emily Madden, Valeria Butler, Carol DeFrances, Raymond J. King, Susan Lumsden |
| 2022 | Developing Health Informatics Professionals within a Large, Integrated Health System. | J. Edward Maddela, Charles Zeilman, Sonya Gonzalez, Katherine Gianola Greatwood |
| 2022 | Temporal Events Detector for Pregnancy Care (TED-PC): A Rule-based Algorithm to Infer Gestational Age and Delivery Date from Electronic Health Records of Pregnant Women with and without COVID-19. | Tianchu Lyu, Chen Liang, Jihong Liu, Berry Campbell, Peiyin Hung, Yi-Wen Shih, Nadia Ghumman, Xiaoming Li |
| 2022 | A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. | Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen |
| 2022 | More than Algorithms: an Analysis of ML Safety Events Reported to the FDA. | David Lyell, Ying Wang, Farah Magrabi |
| 2022 | A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations. | Kevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, zlem Uzuner, Meliha Yetisgen |
| 2022 | Racial and ethnic disparities in the use of computed tomography with angiography (CTA) for the diagnosis of pulmonary embolism (PE). | Dee Luo, Katherine L. Dauber-Decker, Jeffrey Solomon, Yan Liu, Michael Qiu, Shreya Sanghani, Safiya Richardson |
| 2022 | Evaluation of Shared Decision-Making for Concomitant Warfarin and NSAID Medications using the DDInteract App. | Ainhoa Gomez Lumbreras, Thomas J. Reese, Guilherme Del Fiol, Jason Hurwitz, Kensaku Kawamoto, Mary Brown, Richard D. Boyce, Daniel C. Malone |
| 2022 | Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing. | Ying-Chih Lo, Sheril Varghese, Suzanne V. Blackley, Frank Y. Chang, Oliver D. James, Kimberly G. Blumenthal, Foster R. Goss, Li Zhou |
| 2022 | Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors. | Sunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil |
| 2022 | Designing and Refining A Pain Intensity Information Visualization Scale to Improve Hmong Patient-Provider Communication. | Maichou Lor, Nancy Yang |
| 2022 | Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reporting. | Amy L. Loriaux, Ann Phillips, Greg Aldin, Andrew S. Kanter |
| 2022 | Patient Request for Correction Using HL7 FHIR. | Virginia Lorenzi, David Hay, Lisa Nelson, John Keyes, Debi Willis |