| 2021 | Machine Learning for Predicting Hospital Acquired Pressure Injuries in ICU Patients: From Explainable AI to Ensemble Super Learners. | Jenny Alderden, Andrew Wilson, Sergey Krikov, Jonathan Dimas, Ryan Butcher, Tracey L. Yap |
| 2021 | Toward phenotyping of ventilator-induced lung injury with a damage-informed pulmonary model of lung-ventilator interaction. | David J. Albers, Deepak K. Agrawal, Bradford J. Smith, Peter D. Sottile, Tellen D. Bennett, Jake Stroh, George Hripcsak |
| 2021 | Building a Self-Service Analytics Ecosystem for Program Data Sharing and Dashboards (NIH 'All of Us' Precision Medicine Initiative). | Toufeeq Ahmed |
| 2021 | Assessing Data Quality of Higher Frequency Time Series Vital Signs Captured in Intensive Care Units. | Ali S. Afshar, Yijun Li, Zixu Chen, Yuxuan Chen, Jae Lee, Darius Irani, Aidan Crank, Digvijay Singh, Michael H. Kanter, Nauder Faraday, Hadi Kharrazi |
| 2021 | Detecting Fine-Grained Emotions on Social Media during major Disease Outbreaks: Health and Well-being before and during the COVID-19 Pandemic. | Olanrewaju Tahir Aduragba, Jialin Yu, Alexandra I. Cristea, Lei Shi |
| 2021 | Adapting EHRs to Support Ongoing Provider Diagnostic Calibration. | Julia Adler-Milstein, Andrew Olson, Charlene R. Weir, Benjamin I. Rosner, Robert E. El-Kareh |
| 2021 | Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping. | Prakash Adekkanattu, Jennifer A. Pacheco, Joseph Kabariti, Daniel J. Stone, Yue Yu, Parag Goyal, Faraz S. Ahmad, Guoqian Jiang, Yuan Luo, Luke V. Rasmussen, Pascal S. Brandt, Zhenxing Xu, Jie Xu, Fei Wang, Natalie C. Benda, Thomas R. Campion Jr., Jyotishman Pathak |
| 2021 | Exploring the impact of perceived usability and cognitive workload on objective performance using supervised machine learning classifiers. | Karthik Adapa, Shiva K. Das, Prithima Reddy, Fei Yu, Carlton Moore, Lukasz Mazur |
| 2021 | Exploring Automatic Summarization of the Hospital Course. | Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noemie Elhadad |
| 2021 | Feasibility of a Self-Administrated Elder Abuse Digital Screening Tool for Use in Emergency Department Settings. | Fuad Abujarad, Esther Choo, Michael Pantalon, Karen Jubanyik, Dziura James, Chelsea Edwards, Gail D'Onofrio, Thomas Gill |
| 2021 | Network Analyses on Hyperlinked Online Resources for COVID-19 Vaccine. | Meredith Abrams, Dongwen Wang |
| 2021 | A Comparison of Exhaustive and Non-lattice-based Methods for Auditing Hierarchical Relations in Gene Ontology. | Rashmie Abeysinghe, Fengbo Zheng, Licong Cui |
| 2021 | Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages. | Ming Huang, Aditya Khurana, George M. Mastorakos, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Julie E. Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Christi A. Patten, Jungwei Fan, Hongfang Liu |
| 2021 | Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. | Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin |
| 2021 | Early Detect COVID-19 Presenting Symptoms and Characteristics Using Natural Language Processing on Electronic Health Records. | Juan Zhao, Monika E. Grabowska, Wei-Qi Wei |
| 2021 | Automatic Construction of Biomedical Knowledge Graph from Covid-19 Literature. | Chao Jiang, Victoria Ngo, Richard Chapman, Hongfang Liu, Guoqian Jiang, Nansu Zong |
| 2021 | Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data. | Cheng Cheng, Helen Zhou, Jeremy C. Weiss, Zachary C. Lipton |
| 2021 | Data-Driven Patterns in Protective Effects of Ibuprofen and Ketorolac on Hospitalized Covid-19 Patients. | Rich Caruana, Benjamin J. Lengerich, Yindalon Aphinyanaphongs |
| 2021 | Deep learning detection of reticular pseudodrusen using multi-modal, multi-task, and multi-attention mechanisms: towards automated and accessible classification of age-related macular degeneration. | Qingyu Chen, Tiarnan D. Keenan, Emily Y. Chew, Zhiyong Lu |
| 2021 | AM2BERT: attention guided and regularized transformer-based multi-label classification model for COVID-19 literature curation. | Qingyu Chen, Jingcheng Du, Alexis Allot, Zhiyong Lu |
| 2020 | Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. | Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu |
| 2020 | Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning. | Lei Zuo, Xin Du, Wei Zhao, Chao Jiang, Shijun Xia, Liu He, Rong Liu, Ribo Tang, Rong Bai, Jianzeng Dong, Xingzhi Sun, Gang Hu, Guotong Xie, Changsheng Ma |
| 2020 | Digilego for Peripartum Depression: A Novel Patient-Facing Digital Health Instantiation. | Alexandra Zingg, Deevakar Rogith, Jerrie Refuerzo, Sahiti Myneni |
| 2020 | Development of A Blockchain Framework for Virtual Clinical Trials. | Yan Zhuang, Lincoln Sheets, Xiyuan Gao, Yuanyuan Shen, Zonyin Shae, Jeffrey J. P. Tsai, Chi-Ren Shyu |
| 2020 | Exploratory Analysis of Data Veracity Problem for Consumer Reported Adverse Drug Reaction Events on Social Media. | Xiajie Zhou, Tianchu Lyu, Jungmi Jun, Xiang Cui, Andrew Eidson, Chen Liang |