| 2022 | Extracting Cancer Chemotherapy and Response Information from Clinical Notes following the RECIST Definition. | Xu Zuo, Natalie Gregoriou, Ashok Kumar, Jianfu Li, Jeremy Warner, Yang Ping, Hua Xu |
| 2022 | ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. | Maryam Zolnoori, Maxim Topaz |
| 2022 | BRAINCommons: A Research Infrastructure Designed for Accelerated Discovery in Support of Brain Health. | Maryan Zirkle, Kimon Kotronis, Lee Lancashire, Eugene Rakhmatulin, Magali Haas |
| 2022 | Development/Implementation of Cancer Diagnosis Digital Quality Measures. | Andrew J. Zimolzak, Paarth Kapadia, Daniel R. Murphy, Divvy Upadhyay, Umair Mushtaq, Usman Mir, Alexis Offner, Saritha Korukonda, Riyaa Murugaesh Rekha, Gary Abel, Luke Mounce, Georgios Lyratzopoulos, Hardeep Singh |
| 2022 | Analysis of Oral Microbiome to Identify Biomarkers of Oral Mucositis. | Jessica M. Zielinski, Pat Corby, Alexander Aleskeyenko |
| 2022 | Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients Using Electronic Health Record. | Sicheng Zhou, Rui Zhang, Xinpeng Shen, Chetan Shenoy, Anne H. Blaes, Gyrgy J. Simon |
| 2022 | CIHLex: Complementary and Integrative Health Lexicon. | Huixue Zhou, Robin Austin, Halil Kilicoglu, Sheng-Chieh Lu, Rui Zhang |
| 2022 | Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19. | Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss |
| 2022 | Application of Artificial Intelligence in Self-management: Literature Review. | Yaguang Zheng, Brynne Campbell Rice, Youmin Cho, Emily M. Pan, Liat Shenkar, Emily Baker, Yun Jiang |
| 2022 | Causally Motivated Multiple Shortcut Removal Using High Dimensional Auxiliary Labels. | Jiayun Zheng, Maggie Makar |
| 2022 | Inferring EHR Utilization Workflows through Audit Logs. | Xinmeng Zhang, Yuying Zhao, Chao Yan, Tyler Derr, You Chen |
| 2022 | Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical Data. | Zhilong Zhang, Guilan Kong, Shuai Jin, Huiying Zhao |
| 2022 | Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR. | Jianqiu Zhang, Erich Kummerfeld, Gretchen M. Hultman, Paul E. Drawz, Terrence Adams, Gyrgy J. Simon, Genevieve B. Melton |
| 2022 | An Innovative Virtual Focus Group Approach to Enhance Engagement Within Health Informatics Research: Building Consensus Among Health Professionals in Digital Compassion. | Melody Zhang, Rebecca Charow, Allison Crawford, Brian Lo, Lydia Sequeira, Nelson Shen, Peter Rossos, Sanjeev Sockalingam, David Wiljer, Gillian Strudwick |
| 2022 | An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection. | Katherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic |
| 2022 | Rare Aesthetic: Lived Experiences, Challenges, and Support-Seeking Practices of Adolescents with Rare Diseases on TikTok. | Rachael Zehrung, Nick Su, Yunan Chen |
| 2022 | Harmonizing FHIR and Common Data Models Used in Research: Current State and a Path Forward. | Teresa Zayas-Cabn, Belinda Seto, Robert J. Carroll, Jon Duke, Viet Nguyen |
| 2022 | Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular Disease. | Alban Zammit, Tina Hernandez-Boussard, Jean Coquet, Ashish Sarraju, Fatima Fatiguez |
| 2022 | Using deep learning to incorporate longitudinal health factors into 10-year atherosclerotic cardiovascular disease (ASCVD) risk prediction in the Lifetime Risk Pooled Project (LRPP). | Jingzhi Yu, Xiaoyun Yang, Amy E. Krefman, Hongyan Ning, Lucia C. Petito, Lihui Zhao, Norrina B. Allen |
| 2022 | Comparing Caregiving Needs in Asian And White Family Caregivers through a Journaling Exercise Delivered by a Conversational Agent. | Weichao Yuwen, Jessica Chang, Myra Divina, Xuehong Fan, William R. Kearns, Allysa Denyelle Peredo, Andrea L. Hartzler |
| 2022 | Combining Transfer Learning with Graph Attention Models for HIV Risk Prediction. | Evan Yu, Cui Tao, Jingcheng Du, Degui Zhi, Yang Xiang, Kayo Fujimoto, Xi Luo, John A. Schneider |
| 2022 | A Comparative Study on the Capability of Real-World Antineoplastic Drug Data Collection by CanMED, ATC and HemOnc. | Yue Yu, Kathryn J. Ruddy, Nan Huo, Nansu Zong, Deirdre Pachman, Christopher G. Chute, Emily R. Pfaff, Andrea Cheville, Guoqian Jiang |
| 2022 | User Experience of Symptom Checkers: A Systematic Review. | Yue You, Renkai Ma, Xinning Gui |
| 2022 | Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study. | Jiancheng Ye, Zhimei Ren |
| 2022 | Leveraging Natural Language Processing and Time Series Models to Analyze COVID-19 Vaccination Sentiment Dynamics from Tweets. | Jiancheng Ye, Jiarui Hai, Zidan Wang, Chumei Wei |