| 2021 | A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support. | Justin G. Chambers, Tanya Podchiyska, Samson Tu, Amy Robinson, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein |
| 2021 | Automatic Detection of Surgical Site Infections Using EHR Data. | Arjun Chakraborty, Kevin Lybarger, Dustin Long, Vikas O. Shah, Meliha Yetisgen |
| 2021 | Sepsis Prediction Using Semi-Supervised and Transfer Learning. | John R. Caskey, Fereshteh S. Bashiri, Anoop M. Mayampurath, Nicole Dussault, Jay Dumanian, Sivasubramanium V. Bhavani, Kyle A. Carey, Emily R. Gilbert, Christopher J. Winslow, Nirav S. Shah, Dana P. Edelson, Majid Afshar, Matthew M. Churpek |
| 2021 | Broken down by bias: Healthcare biases experienced by BIPOC and LGBTQ+ patients. | Reggie Casanova-Perez, Calvin R. Apodaca, Emily Bascom, Deepthi Mohanraj, Cezanne Lane, Drishti Vidyarthi, Erin Beneteau, Janice Sabin, Wanda Pratt, Nadir Weibel, Andrea L. Hartzler |
| 2021 | Strategies to Engage Traditionally Marginalized Patients in Patient Portal. | Heidi Carpenter, Jacqueline Antoun, Roman Gusdorf, Austin Triana, Elisa Friedman, Samuel T. Rosenbloom |
| 2021 | Estimating Early Warning System Accuracy Prior to Implementation. | Lusha Cao, Gerald P. Shaeffer, Meghan Galligan, Fuchiang R. Tsui, Robert W. Grundmeier, Vinay Nadkarni, Robert Sutton, Christopher P. Bonafide, Naveen Muthu |
| 2021 | Clinical Decision Support with a Comprehensive in-EHR Patient Tracking System to Improve Inpatient Genetic Testing Follow Up. | Ian M. Campbell, Morgan L. McManus, David C. Junod, Fred C. Cusick, Sarah E. Sheppard, Eli M. Lourie, Eric D. Shelov, Anthony A. Luberti |
| 2021 | Obesity Classifier Performance Disparities by Demographic Subgroup. | Elizabeth A. Campbell, Saurav Bose, Aaron J. Masino |
| 2021 | Using Machine Learning to Support Transfer of Best Practices in Healthcare. | Sebastian Caldas, Jieshi Chen, Artur Dubrawski |
| 2021 | Use of Healthcare Information Technology and Data Platforms to Inform Pandemic Response: Perspectives at the Intersection of Academic Healthcare Provider Organizations and Industry Partners. | Atul J. Butte, Christopher A. Longhurst, Amy Abernethy, Gretchen P. Jackson, Philip R. O. Payne |
| 2021 | Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatology. | Hannah A. Burkhardt, George Alexopoulos, Michael D. Pullmann, Thomas D. Hull, Patricia A. Aren, Trevor A. Cohen |
| 2021 | The added value of natural language processing in automated analysis of patient experiences. | Marieke M. van Buchem, Olaf M. Neve, Hileen Boosman, Ilse M. J. Kant, Erik F. Hensen |
| 2021 | To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records. | Alon Brutzkus, Pinchas Akiva, Guy Amit |
| 2021 | Development of a multi-class deep-learning algorithm capable of diagnosing many histopathologic entities in digital pathology. | Gregory T. Brown, Sudhir Sornapudi, Paul Fontelo |
| 2021 | How accurate is the Isabel diagnostic decision support system with patients presenting with acute symptoms of heart disease? | Katherine A. Brown, Hamish S. Fraser |
| 2021 | How Will AMIA Lead? An Environmental Scan of Diversity, Equity, and Inclusion Activities within the Healthcare and Health IT Space. | Tiffani J. Bright, Carolyn Petersen, Karen Wang, Clair A. Kronk, Patricia C. Dykes |
| 2021 | Developing an Academic-Industry Internship to Train Next-Generation Biomedical Informaticians. | Tiffani J. Bright, Allison B. McCoy, Dilhan Weeraratne, Kim M. Unertl |
| 2021 | Representation Requires Intentionality: Our Journey to Creating a Diverse Informatics Workforce. | Tiffani J. Bright, Chinyere Agunwa, Kim M. Unertl, Oliver J. Bear Don't Walk IV, Yalini Senathirajah |
| 2021 | Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage. | Selen Bozkurt, Tina Hernandez-Boussard |
| 2021 | An Open-Source Engine for Decision Support and Workflow Automation. | Aziz A. Boxwala, Mariano De Maio, Hank Wallace |
| 2021 | Challenges of comprehensive automatic coding of presenting complaints. | Annie E. Bowles, Hannah Eyre, Scott L. DuVall, Olga V. Patterson |
| 2021 | Augmenting Barbershop Initiative Health Promotion with Wearables in African-American Populations. | Lisa Anne Bove, Stephanie Turrise |
| 2021 | Older adults' personal health information management: The role and perspective of various healthcare providers. | Alyssa L. Bosold, Shih-Yin Lin, Jean O. Taylor, George Demiris, Anne M. Turner |
| 2021 | A comprehensive platform for induced pluripotent stem cell research data. | Kirill Borziak, Irena Parvanova, Joseph Finkelstein |
| 2021 | Quantifying the Period Prevalence of Autoimmune Diseases Across the United States. | Gagana Borra, Joshua M. Landman, Randi E. Foraker |