| 2021 | Characterizing Outpatient Portal Use among Women Receiving Obstetric and High-risk Pregnancy Care. | Evan Morgan, Shonda Vink, Pallavi Jonnalagadda, Priti Singh, Naleef Fareed |
| 2021 | Towards more patient friendly clinical notes through language models and ontologies. | Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Tessa Grafen, Kristian Boda, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla |
| 2021 | Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges. | Sungrim Moon, Huan He, Jungwei Fan |
| 2021 | Linking U.S. Administrative Claims Data and Electronic Health Records to Describe Association Between Ambulatory Care Appointment No-Show and Healthcare Resource Use and Cost. | Iman Mohammadi, Zulkarnain Pulungan, Nathan Markward |
| 2021 | Word Embedding and Clustering for Patient-Centered Redesign of Appointment Scheduling in Ambulatory Care Settings. | Iman Mohammadi, Saeed Mehrabi, Bryce Sutton, Huanmei Wu |
| 2021 | On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. | Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vt Novcek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini |
| 2021 | Automated Clinical Shift Schedule Generation for Emergent Care Settings. | Azadeh Mobasher, Naqi Khan, David Elop, Zach Griffin, Naveen Valluri |
| 2021 | "There for You Every Day": Pilot Study of an Automated Conversational Health Coach. | Elliot G. Mitchell, Lena Mamykina |
| 2021 | Balancing Access to Federal Data Sets with Enhancing Privacy and Security. | Lisa B. Mirel, Stephanie Garcia, Stefan Jaeger, Patricia Keenan, Susan Lumsden |
| 2021 | Patient-Reported Visit Modality Preferences During a Pandemic. | Andrea Millman, Jie Huang, Yazan Nagi, Judy Shan, Anjali Gopalan, Emilie Muelly, Catherine Lee, Loretta Hsueh, Ilana Graetz, Nayana Bhaskar, Mary Reed |
| 2021 | The SMART Cumulus Text-to-FHIR NLP Pipeline. | Timothy A. Miller, Bin Mao, Dan Gottlieb, Kenneth D. Mandl |
| 2021 | Transparency with Safeguards: Suppressing Notes from a Patient Portal. | Chelsea L. Michael, Gilad J. Kuperman |
| 2021 | Natural Language Processing and COVID-19 Predictive Analytics to Enable and Optimize SARS-CoV-2 Pooled Testing. | Stphane M. Meystre, Paul M. Heider, Jihad S. Obeid, Alexander V. Alekseyenko, James E. Madory |
| 2021 | Biomedical Informatics Co-design: Concepts, Applications, and Opportunities. | Mollie M. McKillop, Anne Moen, Rosemary Kennedy, Andrew B. L. Berry, Rupa Valdez |
| 2021 | Extraction of Electronic Health Record Data using Fast Healthcare Interoperability Resources for Automated Breast Cancer Risk Assessment. | Julia E. McGuinness, Tianmai M. Zhang, Kevin Cooper, Arusha Kelkar, Jill Dimond, Virginia Lorenzi, Katherine Crew, Rita Kukafka |
| 2021 | Design and Feasibility of a Digital Health Platform for Rural California in Response to COVID-19. | Scott P. McGrath, Cynthia G. Matsumoto, David Lindeman, Katherine K. Kim |
| 2021 | Rolling up the Sleeve: Equitable, Efficient, and Safe COVID-19 Mass-Immunization for Academic Medical Center Employees. | Samuel 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 |
| 2021 | Informatics-izing the National Institutes of Health. | Clement J. McDonald, Patricia Flatley Brennan, Michael F. Chiang, Joshua C. Denny, Zhiyong Lu |
| 2021 | Approaches to Clinical Decision Support Alert Evaluation and Optimization. | Allison B. McCoy, Adam Wright |
| 2021 | Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility Implementation. | Allison B. McCoy, Ryan Hsi |
| 2021 | Addressing the Social Determinants of Health and Resource Utilization Among Ambulatory Oncology Patients. | Nadine McCleary, Ellana Haakenstad, Sunyi Zhang, Jessica L. Cleveland, Michael Manni, Deborah Schrag, Michael J. Hassett |
| 2021 | Barriers to Seeking Treatment and Attitudes Towards Using Telehealth to Support Management of Depression Among Black Women. | Terika McCall |
| 2021 | Analyzing COVID-19 Case Report Forms Data from the All of Us Program. | Craig S. Mayer, Nick Williams, Vojtech Huser |
| 2021 | 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 |
| 2021 | Longitudinal Performance of a Machine Learning NICU Sepsis Predictor. | Aaron J. Masino, Mary Catherine Harris, Lakshmi Srinivasan, Robert W. Grundmeier |