Zhang, Yiye

Publications

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selected publications

Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation. The Annals of thoracic surgery. 2020 Academic Article GET IT
Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment. JAMIA open. 2020 Academic Article GET IT
Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women. Journal of affective disorders. 2020 Academic Article GET IT
Characteristics of Acute Kidney Injury in Hospitalized COVID-19 Patients in an Urban Academic Medical Center. Clinical journal of the American Society of Nephrology : CJASN. 2020 Letter GET IT
Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records. Learning health systems. 2020 Academic Article GET IT
Times cited: 1
Delineating Pathways to Death by Multisystem Organ Failure in Patients with a Left Ventricular Assist Device. The Annals of thoracic surgery. 2020 Academic Article GET IT
Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death. PloS one. 2020 Academic Article GET IT
Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant. IEEE journal of biomedical and health informatics. 2019 Academic Article GET IT
Times cited: 1
Can artificial intelligence help identify elder abuse and neglect?. Journal of elder abuse & neglect. 2019 Article GET IT
Times cited: 1
A Nurse-led Approach to Improving Cardiac Lifestyle Modification in an Atrial Fibrillation Population. The Journal of innovations in cardiac rhythm management. 2019 Academic Article GET IT
Using Electronic Health Records and Machine Learning to Predict Postpartum Depression. Studies in health technology and informatics. 2019 Conference Paper GET IT
Times cited: 3
Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach. Journal of the American Heart Association. 2019 Academic Article GET IT
Times cited: 12
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain. Applied clinical informatics. 2018 Academic Article GET IT
Times cited: 2
Does urodynamics predict voiding after benign prostatic hyperplasia surgery in patients with detrusor underactivity?. Asian journal of urology. 2018 Academic Article GET IT
Augmenting community-level social determinants of health data with individual-level survey data. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018 Academic Article GET IT
Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets. Journal of the American Medical Informatics Association : JAMIA. 2018 Academic Article GET IT
Times cited: 5
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. Journal of biomedical informatics. 2018 Academic Article GET IT
Times cited: 2
The potential value of social determinants of health in predicting health outcomes. Journal of the American Medical Informatics Association : JAMIA. 2018 Letter GET IT
Times cited: 2
Clinical Trials in Benign Prostatic Hyperplasia: A Moving Target of Success. European urology focus. 2018 Academic Article GET IT
Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2018 Academic Article GET IT
Cognitive workload reduction in hospital information systems : Decision support for order set optimization. Health care management science. 2017 Academic Article GET IT
Times cited: 6
An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions. Studies in health technology and informatics. 2017 Conference Paper GET IT
Times cited: 2
Data-driven clinical and cost pathways for chronic care delivery. The American journal of managed care. 2016 Academic Article GET IT
Times cited: 8
Innovations in chronic care delivery using data-driven clinical pathways. The American journal of managed care. 2015 Academic Article GET IT
Times cited: 17
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data. Journal of biomedical informatics. 2015 Academic Article GET IT
Times cited: 42
On clinical pathway discovery from electronic health record data. IEEE Intelligent Systems. 2015 Article GET IT
On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2014 Academic Article GET IT
Times cited: 10
A distribution-based method for assessing the differences between clinical trial target populations and patient populations in electronic health records. Applied clinical informatics. 2014 Academic Article GET IT
Times cited: 33
Paving the COWpath: data-driven design of pediatric order sets. Journal of the American Medical Informatics Association : JAMIA. 2014 Academic Article GET IT
Times cited: 23
Reducing provider cognitive workload in CPOE use: optimizing order sets. Studies in health technology and informatics. 2013 Conference Paper GET IT
Times cited: 7
Data-driven order set generation and evaluation in the pediatric environment. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2012 Academic Article GET IT
Times cited: 7
Electronic health records: Implications for drug discovery. Drug discovery today. 2011 Review GET IT
Times cited: 28

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Research

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Funding awarded

Outcome-driven Order Set Content Development, Management, and Evaluation awarded by National Library of Medicine Principal Investigator 2019 - 2022
Assessing the Relationship between Care Processes and Clinical Decision Support for Order Entry awarded by Agency for Healthcare Research & Quality Principal Investigator 2019 - 2021

Identifying Patterns of Health Care Utilization among Physical Elder Abuse Victims Using Medicare Data and Legally Adjudicated Cases awarded by National Institute on Aging Co-Investigator 2018 - 2023
Johns Hopkins Center of Excellence in Regulatory Science and Innovation awarded by United States Food & Drug Administration Co-Investigator 2019 - 2021
CUNY-WCM Big Data Training Program in Biomedical Informatics (BD2BMI) awarded by National Institute on Minority Health & Health Disparities Co-Investigator 2017 - 2021

An Intersectoral Approach to Study Built Environment Factors Affecting Postpartum Depression and Children''s Health awarded by United States Department of Transportation Principal Investigator Subaward 2019 - 2021

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Teaching

teaching overview

Big Data Management, Spring 2017

Background

education and training

M.S., Columbia University 2011
B.A., Washington University in St. Louis 2009
Ph.D. in Information Systems Management, Carnegie-Mellon University 2016

Contact

full name

Yiye Zhang

primary email

yiz2014@med.cornell.edu

VIVO Weill Cornell Medical College

Yiye Zhang Assistant Professor

Publications

selected publications

Research

Funding awarded

Teaching

teaching overview

Background

education and training

Contact

full name

primary email

Phone

Publications

selected publications

Research

Funding awarded

Teaching

teaching overview

Background

education and training

Contact

full name

primary email