| 2021 | Bias Assessment and Correction in Machine Learning Algorithms: A Use-Case in a Natural Language Processing Algorithm to Identify Hospitalized Patients with Unhealthy Alcohol Use. | Marissa Borgese, Cara Joyce, Emily E. Anderson, Matthew M. Churpek, Majid Afshar |
| 2021 | Controversial Trials First: Identifying Disagreement Between Clinical Guidelines and New Evidence. | Florian Borchert, Laura Meister, Thomas Langer, Markus Follmann, Bert Arnrich, Matthieu-P. Schapranow |
| 2021 | Comparing Older and Younger Adults Perceptions of Voice and Text-based Search for Consumer Health Information Tasks. | Karen Bonilla, Brian Gaitan, Jamie Sanders, Noami Khenglawt, Aqueasha Martin-Hammond |
| 2021 | Comparing Performance of Hip-worn and Wrist-worn Research-Grade Activity Monitors for Daily Activities. | Katrina Boles, Malaika Gallimore, Chuka Emezue, Chelsea Howland, Amy Grimsley, Jo-Ana Chase, Allison Anbari, LeeAnne B. Sherwin, Blaine Reeder |
| 2021 | Challenges in Designing A Notification System for Electronic Medical Records: an Exploration of User Expectations. | Katherine Blondon |
| 2021 | 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 types. | James A. Black, Nayan Chaudhary, Adam J. Forys, Sriraman Madhavan, Matthew Secrest, Kamil Wais |
| 2021 | Understand the Role of Health Literacy in Relation to Social Determinants of Health: A Systematic Review. | Shwetha Bindhu, Anunita Nattam, Catherine Xu, Tiffany Grant, Hexuan Liu, Danny T. Y. Wu |
| 2021 | Latinx Acculturation Scales: Scoping Review and Novel Scale Selection Tool. | Anweysha Bhowmik, Logan Cameron, Julia Ivanova, Stanley Haynes, Ariana Cano, George Runger, Anita C. Murcko |
| 2021 | Multi-Channel LSTM for Modeling Irregularly Sampled Time Series. | Shreyas Bhave, Adler J. Perotte |
| 2021 | LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays. | Shreyas Bhave, Pierre A. Elias, Victor Alfonso Rodriguez, Timothy Poterucha, Simi Mutasa, Jay Leb, Nir Uriel, Adler J. Perotte |
| 2021 | Forecasting Inpatient Bed Demand to Respond to the COVID-19 Pandemic. | Biplab Sudhin Bhattacharya, Debdipto Misra, Eric S. Reich, Jason Puckey, David K. Vawdrey |
| 2021 | 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 Beyond. | Steve Bernstein, Jerome A. Osheroff, Julia Skapik, Christopher J. Tignanelli, Matthew Burton |
| 2021 | Parent and Paraprofessional Use of Commercial Augmentative and Alternative Communication Devices with Non-verbal Autistic Young People. | Ariana Bernstein, Jina Huh-Yoo, Andrea Forte |
| 2021 | A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics. | Oliver E. Bent, Charles Wachira, Sekou L. Remy, William Ogallo, Aisha Walcott |
| 2021 | Colorectal Polyp Extraction System (CoPEx): A Natural Language Processing Pipeline to Extract Colorectal Polyp Characteristics from Pathology Reports. | Ryzen Benson, Candace Winterton, Maci Winn, Mei Liu, Noor Abu-El-Rub, John F. Hurdle, Mike Conway, Andrew Gawron, Sheetal Hardikar |
| 2021 | Children's Designs for the Future of Telehealth. | Erin Beneteau, Ann Paradiso, Wanda Pratt |
| 2021 | Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability Study. | Natalie C. Benda, Pascal S. Brandt, Jessica S. Ancker, Jennifer A. Pacheco, Prakash Adekkanattu, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen |
| 2021 | A Process for Multi-Stakeholder Governance of Patient Data Releases. | Douglas S. Bell, Marianne Zachariah, Amanda L. Do, Carina V. Hampp, Karen Lopez, Michael A. Pfeffer |
| 2021 | A Mobile app to Stratify Deterioration Risk at Admission for COVID-19 Patients Using the Rothman Index. | Joseph Beals IV, Jaime Barnes, Daniel Durand, Joan M. Rimar, Thomas Donohue, Mahfuz Hoq, Kathy Belk, Alpesh Amin, Michael Rothman |
| 2021 | Beyond Absolute Acuity: Changes in Relative Acuity Direct Proactive Rapid Response Teams toward Meaningful Interventions. | Joseph Beals, Kathy Belk, Sheila Coonan, Jacqueline Laird |
| 2021 | Text Mining on COVID-19 Publications. | Mrigendra M. Bastola, Paul A. Fontelo |
| 2021 | Toward Patient-Centered Informatics Solutions: The Role of Intersectionality. | Emily Bascom, Reggie Casanova-Perez, Harshini Ramaswamy, Deepthi Mohanraj, Janice Sabin, Wanda Pratt, Andrea L. Hartzler |
| 2021 | Towards effect estimation of COVID-19 Non-pharmaceutical Interventions. | Vesna Resende Barros, Victor Akinwande, Itay Manes, Osnat Bar-Shira, Celia Cintas, Yishai Shimoni, Michal Rosen-Zvi |
| 2021 | Asthmatic Patient Portal Messaging and Pollution. | Marily Barron, Matthew Zaragoza-Watkins, Melissa McPheeters, Samuel T. Rosenbloom |
| 2021 | Identifying Open-Source Health Information Technology Tools for Healthcare Researchers. | Ronald E. Romero Barrientos, Siddhartha Nambiar, Tracy Kim, Julia Sheehan, Laura C. Schubel, Sadaf Kazi, Kristen E. Miller |