| 2021 | Developing clinical prediction models using primary care electronic health record data - the impact of methodological choices on model performance. | Hendrikus 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 |
| 2021 | Stakeholder-driven "Art of the Possible" Patient Journeys for COVID-19 and Beyond; Current and Future Steps to Fully Realize this Vision. | Jerome A. Osheroff, Brian S. Alper, Christopher J. Tignanelli, Julia L. Skapik |
| 2021 | Towards Identification of Opiate Use Disorder in Clinical Text. | John D. Osborne, Tobias O'Leary, Abdullateef I. Almudaifer, Whitney L. Covington, Caleb M. Carroll, Ellen F. Eaton, Rachel A. Lee, Sue S. Feldman, Lauren Walter |
| 2021 | Is your clinical decision support moving the needle on outcomes that matter? Novel software for evaluating quality improvement initiatives. | Evan W. Orenstein, Naveen Muthu, Marc Tobias |
| 2021 | Consumer perception of smart speaker-based mHealth tool. | Hyunkyoung Oh, Min Sook Park, Youngjoo Cho |
| 2021 | The Role of Informatics in Addressing Social Isolation and Loneliness: Implementing Recommendations from the 2020 National Academies Report with Lessons from the COVID-19 Pandemic. | Laurie L. Novak, Carla Perissinotto, George Demiris |
| 2021 | Transforming Data Capture for Clinical Care and Research: ePRO Adverse Event Reporting and Quality of Life in a Phase 2 Breast Cancer Study. | Anna 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 |
| 2021 | Experiences of Discrimination and Withholding Information from Providers. | Paige Nong, Alicia Williamson, Jodyn Platt, Denise L. Anthony |
| 2021 | Developing an Automated Recipient Risk Prediction Tool for Life-long Mortality After Pediatric Heart Transplantation. | Yizhao Ni, Farhan Zafar, Alia Dani, David Morales, Lara J. Kanbar |
| 2021 | Evaluating the Scope of Collaboration Among Primary Care Teams through Electronic Asynchronous Communication. | Arianna E. Nimocks, Bryan D. Steitz, Adam Wright |
| 2021 | Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning. | Congning Ni, Jonathan Hughes, Andrew Nam, Zhijun Yin |
| 2021 | Differential Presentation and Delays in Treatment for Acute Myocardial Infarction Associated with Sex and Race/Ethnicity. | Harry Reyes Nieva, Tony Sun, Sharon Lipsky Gorman, Grace Mao, Noemie Elhadad |
| 2021 | Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage. | Minh Nguyen, Nicolai P. Ostberg, Conor K. Corbin, Tiffany Eulalio, Gautam Machiraju, Ben J. Marafino, Michael T. M. Baiocchi, Christian Rose, Jonathan H. Chen |
| 2021 | 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 |
| 2021 | Semantic Search for Large Scale Clinical Ontologies. | Duy-Hoa Ngo, Madonna Kemp, Donna L. Truran, Bevan Koopman, Alejandro Metke-Jimenez |
| 2021 | Diachronic Analysis of the Evolution of COVID-19 Scientific Literature. | Denis R. Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser |
| 2021 | Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury. | Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Jonathan J. Ratcliff, Chandan K. Reddy, Vignesh Subbian |
| 2021 | Machine Learning Implementation Results in Reduced Variable Cost of Acute Care Visits During Radiotherapy: SHIELD-RT Cost Analysis. | Divya 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 |
| 2021 | Developing Framework for Healthy Coping Feedback Messages Evaluation from Diabetes Mobile Apps. | Ploypun Narindrarangkura, Qing Ye, Suzanne A. Boren, Uzma Z. Khan, Eduardo C. Simes, Min Soon Kim |
| 2021 | Addressing Challenges and Strategies for Virtual Recruitment for Longitudinal Studies. | Annie C. Myers, Meghan Reading Turchioe, Sabrina Mangal, Leslie Park, Lisa Grossman Liu, Ruth Masterson Creber |
| 2021 | 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 |
| 2021 | Incorporating Health Equity into the Evaluation of Health Informatics Electronic Health Record Tickets: Design and Initial Findings. | Anoop Muniyappa, Colin Purmal, Jennifer Corbell, Susan Chim, Kendall Gross, Amy Kangwakij, Katie O'Connor, Kathleen Burke, Andrew Auerbach |
| 2021 | First-line drug resistance profiling of Mycobacterium tuberculosis: a machine learning approach. | Stephanie J. Mller, Rebone L. Meraba, Gciniwe S. Dlamini, Darlington S. Mapiye |
| 2021 | An Example of Leveraging State Claims Data to Evaluate COVID-19 Policy Changes Regarding Substance Abuse Disorder/Opioid Use Disorder Programs. | Charles Mueller, Johnna Beane, Tsan-Yao Huang, Thomas Bias, Jennifer A. Mallow |
| 2021 | Assessing CONCERN: Analysis of Application Log Files to Investigate the Utilization of a Clinical Decision Support Tool for Identifying Risky Patients. | Amanda J. Moy, Kenrick Cato, Christopher Knaplund, Patricia C. Dykes, Min-Jeoung Kang, Graham Lowenthal, Sarah Collins Rossetti |