Yiye Zhang - RankMe

54 papers B 2C 1Misc 16Journal 25Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Closing Reasoning Gaps in Clinical Agents with Differential Reasoning Learning. CoRR Jinsong Liu, Yuhang Jiang, Ramayya Krishnan, Rema Padman, Yiye Zhang, Jiang Bian
2025	J	`jnl`	An asynchronous federated learning-assisted data sharing method for medical blockchain. Appl. Intell. Chenquan Gan, Xinghai Xiao, Yiye Zhang, Qingyi Zhu, Jichao Bi, Deepak Kumar Jain, Akanksha Saini
2025	J	`jnl`	Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model. J. Am. Medical Informatics Assoc. Braja Gopal Patra, Lauren A. Lepow, Praneet Kasi Reddy Jagadeesh Kumar, Veer Vekaria, Mohit Manoj Sharma, Prakash Adekkanattu, Brian Fennessy, Gavin Hynes, Isotta Landi, Jorge A. Sanchez-Ruiz, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Ardesheer Talati, Myrna Weissman, Mark Olfson, J. John Mann, Yiye Zhang, Alexander W. Charney, Jyotishman Pathak
2025	J	`jnl`	Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review. CoRR Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng
2025	J	`jnl`	Machine learning applications related to suicide in military and Veterans: A scoping literature review. J. Biomed. Informatics Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng
2025	—	`conf`	Predicting Postpartum Depression Risk Using Social Determinants of Health. MedInfo Xiaotong Zhu, Sarah G. Ayton, Clifford A. Whitcomb, Yiye Zhang
2025	—	`conf`	Supporting Personalized prEgnancy Care wIth Artificial inteLligence (SPECIAL): An Acceptability Study of a Personalized Educational Platform. MedInfo Ziwen Zhang, Haijing Hao, Xiaotong Zhu, Rochelle Joly, Yifan Zhang, Yiye Zhang
2025	J	`jnl`	The impact of leadership on AI deployment study outcomes in healthcare: an integrative analysis. npj Digit. Medicine Qilu Li, Peilin Li, Haijing Hao, Rema Padman, Hewitt Gao, J. Travis Gossey, Jiang Bian, Yiye Zhang
2024	J	`jnl`	Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study. Frontiers Digit. Health Meghan Reading Turchioe, Pooja M. Desai, Sarah Harkins, Jessica Kim, Shiveen Kumar, Yiye Zhang, Rochelle Joly, Jyotishman Pathak, Alison Hermann, Natalie C. Benda
2024	J	`jnl`	Environment Scan of Generative AI Infrastructure for Clinical and Translational Science. CoRR Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas R. Campion Jr., Victor M. Castro, James J. Cimino, I. Glenn Cohen, David A. Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David A. Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher J. Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter McGarvey, Eneida A. Mendonça, Parsa Mirhaji, Shawn N. Murphy, John D. Osborne, Ioannis Ch. Paschalidis, Paul A. Harris, Fred W. Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, W. Nicholson Price, Rui Zhang, Yiye Zhang, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng
2024	J	`jnl`	Preparing for the bedside - optimizing a postpartum depression risk prediction model for clinical implementation in a health system. J. Am. Medical Informatics Assoc. Yifan Liu, Rochelle Joly, Meghan Reading Turchioe, Natalie C. Benda, Alison Hermann, Ashley Beecy, Jyotishman Pathak, Yiye Zhang
2024	J	`jnl`	Visualizing machine learning-based predictions of postpartum depression risk for lay audiences. J. Am. Medical Informatics Assoc. Pooja M. Desai, Sarah Harkins, Saanjaana Rahman, Shiveen Kumar, Alison Hermann, Rochelle Joly, Yiye Zhang, Jyotishman Pathak, Jessica Kim, Deborah D'angelo, Natalie C. Benda, Meghan Reading Turchioe
2023	J	`jnl`	An encrypted medical blockchain data search method with access control mechanism. Inf. Process. Manag. Chenquan Gan, Hongpeng Yang, Qingyi Zhu, Yiye Zhang, Akanksha Saini
2023	J	`jnl`	Effects of online support and social media communities on gestational diabetes: A systematic review. Int. J. Medical Informatics Zilin Cheng, Haijing Hao, Fotini Tsofliou, Melissa D. Katz, Yiye Zhang
2023	J	`jnl`	Towards Trustworthy Artificial Intelligence for Equitable Global Health. CoRR Hong Qin, Jude Kong, Wandi Ding, Ramneek Ahluwalia, Christo El-Morr, Zeynep Engin, Jake Okechukwu Effoduh, Rebecca Hwa, Serena Jingchuan Guo, Laleh Seyyed-Kalantari, Sylvia Kiwuwa Muyingo, Candace Makeda Moore, Ravi Parikh, Reva Schwartz, Dongxiao Zhu, Xiaoqian Wang, Yiye Zhang
2022	—	`conf`	Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction. BCB Tingyi Wanyan, Mingquan Lin, Eyal Klang, Kartikeya M. Menon, Faris F. Gulamali, Ariful Azad, Yiye Zhang, Ying Ding, Zhangyang Wang, Fei Wang, Benjamin S. Glicksberg, Yifan Peng
2022	J	`jnl`	Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models. CoRR David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young Ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang
2021	J	`jnl`	DICE: Deep Significance Clustering for Outcome-Aware Stratification. CoRR Yufang Huang, Kelly M. Axsom, John Lee, Lakshminarayanan Subramanian, Yiye Zhang
2021	Misc	`conf`	Deep Significance Clustering (DICE) a Heterogenous Population. AMIA Yufang Huang, Yifan Liu, Peter A. D. Steel, Kelly M. Axsom, John R. Lee, Sri Lekha Tummalapalli, Alison Hermann, Rochelle Joly, Fei Wang, Jyotishman Pathak, Lakshminarayanan Subramanian, Yiye Zhang
2021	J	`jnl`	Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups. J. Am. Medical Informatics Assoc. Yufang Huang, Yifan Liu, Peter A. D. Steel, Kelly M. Axsom, John R. Lee, Sri Lekha Tummalapalli, Fei Wang, Jyotishman Pathak, Lakshminarayanan Subramanian, Yiye Zhang
2021	Misc	`conf`	Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity. AMIA Marianne Sharko, Yongkang Zhang, Yiye Zhang, Evan Sholle, Sajjad Abedian, Meghan Reading Turchioe, Jessica S. Ancker
2021	J	`jnl`	MyEDCare: Evaluation of a Smartphone-Based Emergency Department Discharge Process. Appl. Clin. Inform. Peter A. D. Steel, Dávid Bodnár, Maryellen Bonito, Jane Torres-Lavoro, Dona Bou Eid, Andrew Jacobowitz, Amos Shemesh, Robert Tanouye, Patrick Rumble, Daniel Dicello, Rahul Sharma, Brenna Farmer, Sandra Pomerantz, Yiye Zhang
2021	Misc	`conf`	MyEDCare: Evaluation of a Smartphone-based Emergency Department Discharge Process. AMIA Peter A. D. Steel, Dávid Bodnár, Maryellen Bonito, Jane Torres-Lavoro, Dona Bou Eid, Andrew Jacobowitz, Yifan Liu, Amos Shemesh, Robert Tanouye, Patrick Rumble, Daniel Dicello, Rahul Sharma, Brenna Farmer, Sandra Pomerantz, Yiye Zhang
2021	Misc	`conf`	Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study. AMIA Mohit Manoj Sharma, Yonaka Harris, Yiye Zhang, Jyotishman Pathak
2020	B	`conf`	Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer. COLING Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu
2020	J	`jnl`	Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer. CoRR Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu
2020	Misc	`conf`	Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and Implementation. AMIA Yiye Zhang, Jonathan H. Chen, Adam Wright, Jessica S. Ancker, Marc Tobias
2020	Misc	`conf`	Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach. AMIA Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak
2020	Misc	`conf`	Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression. AMIA Annie C. Myers, Fariha Ahsan, Rochelle Joly, Alison Hermann, Yiye Zhang, Michael Laskoff, Jyotishman Pathak, Meghan Reading Turchioe
2020	J	`jnl`	Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant. IEEE J. Biomed. Health Informatics Faezeh Movahedi, Robert L. Kormos, Lisa C. Lohmueller, Laura Seese, Manreet K. Kanwar, Srinivas Murali, Yiye Zhang, Rema Padman, James F. Antaki
2019	Misc	`conf`	A Survey of Clinicians' Perception of Pharmacogenomics Testing for Antidepressants. AMIA Yiye Zhang, Yonaka Harris, George Alexopoulos, Adam Stracher, Elizabeth Ross, Rainu Kaushal, Jyotishman Pathak
2019	Misc	`conf`	Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare. AMIA Yiye Zhang, Evan Sholle, Marianne Sharko, Yongkang Zhang, Jessica S. Ancker
2019	—	`conf`	Using Electronic Health Records and Machine Learning to Predict Postpartum Depression. MedInfo Shuojia Wang, Jyotishman Pathak, Yiye Zhang
2018	J	`jnl`	Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls. J. Biomed. Informatics Min-hyung Kim, Samprit Banerjee, Yize Zhao, Fei Wang, Yiye Zhang, Yongjun Zhu, Joseph DeFerio, Lauren Evans, Sang Min Park, Jyotishman Pathak
2018	Misc	`conf`	Augmenting community-level social determinants of health data with individual-level survey data. AMIA Min-hyung Kim, Yiye Zhang, Jessica S. Ancker
2018	—	`conf`	Comparing Sex-Specific Association Networks of Chronic Medical Conditions. ICHI Min-hyung Kim, Yongjun Zhu, Samprit Banerjee, Lauren Evans, Yiye Zhang, Fei Wang, Sang Min Park, Jyotishman Pathak
2018	Misc	`conf`	Data-driven Optimization of Order Sets Within an Electronic Health Record System. AMIA Tahir Rizvi, Soyeon Yoon, Hao Shi, Hyun Nam Su, Huaizhu O. Gao, Victoria Tiase, Robert Leviton, Yiye Zhang
2018	J	`jnl`	Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets. J. Am. Medical Informatics Assoc. Yiye Zhang, Richard Trepp, Weiguang Wang, Jorge M. Luna, David K. Vawdrey, Victoria Tiase
2018	J	`jnl`	Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain. Appl. Clin. Inform. Goutham Rao, Katherine Kirley, Paul Epner, Yiye Zhang, Victoria Bauer, Rema Padman, Ying Zhou, Anthony Solomonides
2018	—	`conf`	Mining Temporal Patterns from Sequential Healthcare Data. ICHI Faezeh Movahedi, Yiye Zhang, Rema Padman, James F. Antaki
2018	J	`jnl`	The potential value of social determinants of health in predicting health outcomes. J. Am. Medical Informatics Assoc. Jessica S. Ancker, Min-hyung Kim, Yiye Zhang, Yongkang Zhang, Jyotishman Pathak
2017	—	`conf`	An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions. MedInfo Yiye Zhang, Rema Padman
2017	—	`conf`	On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data. CRI Yiye Zhang, Rema Padman
2017	Misc	`conf`	Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support Burden. AMIA Jessica S. Ancker, Sameer Malhotra, Yiye Zhang, Adam D. Cheriff
2017	Misc	`conf`	Revision of Order Sets Using Experts' Knowledge and Data-Driven Evidence. AMIA Yiye Zhang, Richard Trepp, Jorge M. Luna, David K. Vawdrey, Victoria Tiase
2016	Misc	`conf`	Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease. AMIA Yiye Zhang, Rema Padman
2015	B	`conf`	Data Driven Order Set Development Using Metaheuristic Optimization. AIME Yiye Zhang, Rema Padman
2015	J	`jnl`	On Clinical Pathway Discovery from Electronic Health Record Data. IEEE Intell. Syst. Yiye Zhang, Rema Padman, Larry A. Wasserman, Nirav Patel, Pradip Teredesai, Qizhi Xie
2015	J	`jnl`	Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data. J. Biomed. Informatics Yiye Zhang, Rema Padman, Nirav Patel
2015	C	`conf`	Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization. ICIS Daniel Gartner, Yiye Zhang, Rema Padman
2014	Misc	`conf`	On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. AMIA Yiye Zhang, Rema Padman, Larry A. Wasserman
2013	—	`conf`	Reducing Provider Cognitive Workload in CPOE Use: Optimizing Order Sets. MedInfo Yiye Zhang, Rema Padman, James E. Levin
2013	—	`conf`	Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment. HICSS Yiye Zhang, James E. Levin, Rema Padman
2012	Misc	`conf`	Data-driven Order Set Generation and Evaluation in the Pediatric Environment. AMIA Yiye Zhang, James E. Levin, Rema Padman