Yiye Zhang
Yiye Zhang
Weill Cornell Medicine, Cornell University
Verified email at - Homepage
Cited by
Cited by
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data
Y Zhang, R Padman, N Patel
Journal of biomedical informatics 58, 186-197, 2015
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes
H Zhang, C Zang, Z Xu, Y Zhang, J Xu, J Bian, D Morozyuk, D Khullar, ...
Nature Medicine 29 (1), 226-235, 2023
Using electronic health records and machine learning to predict postpartum depression
S Wang, J Pathak, Y Zhang
MEDINFO 2019: Health and Wellbeing e-Networks for All, 888-892, 2019
Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women
Y Zhang, S Wang, A Hermann, R Joly, J Pathak
Journal of affective disorders 279, 1-8, 2021
Determinants of in‐hospital mortality after percutaneous coronary intervention: a machine learning approach
SJ Al'Aref, G Singh, AR van Rosendael, KK Kolli, X Ma, G Maliakal, ...
Journal of the American Heart Association 8 (5), e011160, 2019
Electronic health records: Implications for drug discovery
L Yao, Y Zhang, Y Li, P Sanseau, P Agarwal
Drug discovery today 16 (13-14), 594-599, 2011
Paving the COWpath: data-driven design of pediatric order sets
Y Zhang, R Padman, JE Levin
Journal of the American Medical Informatics Association 21 (e2), e304-e311, 2014
Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death
Y Zhang, Y Zhang, E Sholle, S Abedian, M Sharko, MR Turchioe, Y Wu, ...
PLoS One 15 (6), e0235064, 2020
Characteristics of acute kidney injury in hospitalized COVID-19 patients in an urban academic medical center
JR Lee, J Silberzweig, O Akchurin, ME Choi, V Srivatana, J Lin, F Liu, ...
Clinical Journal of the American Society of Nephrology: CJASN 16 (2), 284, 2021
Innovations in chronic care delivery using data-driven clinical pathways
Y Zhang, R Padman
Am J Manag Care 21 (12), e661-668, 2015
On clinical pathway discovery from electronic health record data
Y Zhang, R Padman, L Wasserman, N Patel, P Teredesai, Q Xie
IEEE Intelligent Systems 30 (1), 70-75, 2015
Estimation of postpartum depression risk from electronic health records using machine learning
G Amit, I Girshovitz, K Marcus, Y Zhang, J Pathak, V Bar, P Akiva
BMC Pregnancy and Childbirth 21 (1), 1-10, 2021
Cognitive workload reduction in hospital information systems: Decision support for order set optimization
D Gartner, Y Zhang, R Padman
Health care management science 21, 224-243, 2018
Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records
J Xu, F Wang, Z Xu, P Adekkanattu, P Brandt, G Jiang, RC Kiefer, Y Luo, ...
Learning Health Systems 4 (4), e10246, 2020
Data-driven order set generation and evaluation in the pediatric environment
Y Zhang, JE Levin, R Padman
AMIA Annual Symposium Proceedings 2012, 1469, 2012
Data-driven clinical and cost pathways for chronic care delivery
Y Zhang, R Padman
Am J Manag Care 22 (12), 816-820, 2016
On learning and visualizing practice-based clinical pathways for chronic kidney disease
Y Zhang, R Padman, L Wasserman
AMIA Annual Symposium Proceedings 2014, 1980, 2014
Current and future applications of artificial intelligence in coronary artery disease
N Gautam, P Saluja, A Malkawi, MG Rabbat, MH Al-Mallah, G Pontone, ...
Healthcare 10 (2), 232, 2022
The potential value of social determinants of health in predicting health outcomes
JS Ancker, MH Kim, Y Zhang, Y Zhang, J Pathak
Journal of the American Medical Informatics Association 25 (8), 1109-1110, 2018
Reducing provider cognitive workload in CPOE use: Optimizing order sets
Y Zhang, R Padman, JE Levin
MEDINFO 2013, 734-738, 2013
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