Zhang, Yiye

Publications

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selected publications

Long COVID after SARS-CoV-2 during pregnancy in the United States. Nature communications. 2025 Academic Article GET IT
Parental race and the risk of primary cesarean birth in primigravidas: a retrospective population-based cohort study in the United States. AJOG global reports. 2025 Academic Article GET IT
Privacy Concerns Versus Personalized Health Content-Pregnant Individuals' Willingness to Share Personal Health Information on Social Media: Survey Study. JMIR formative research. 2025 Academic Article GET IT
Environment scan of generative AI infrastructure for clinical and translational science. Npj health systems. 2025 Academic Article GET IT
Distribution of opioid analgesics by community racial/ethnic and socioeconomic profiles, 2011-2021. Pain. 2025 Academic Article GET IT
Transdisciplinary perspectives for health systems science. Npj health systems. 2024 Academic Article GET IT
Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study. Frontiers in digital health. 2024 Academic Article GET IT
Implementation of a Machine Learning Risk Prediction Model for Postpartum Depression in the Electronic Health Records. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024 Academic Article GET IT
Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model. Journal of the American Medical Informatics Association : JAMIA. 2024 Academic Article GET IT
Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions. PLOS digital health. 2024 Academic Article GET IT
Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study. JMIR mental health. 2024 Academic Article GET IT
Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts. Communications medicine. 2024 Academic Article GET IT
Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system. Journal of the American Medical Informatics Association : JAMIA. 2024 Academic Article GET IT
Healthcare costs for legally adjudicated elder mistreatment victims in comparison to non-mistreated older adults. Journal of the American Geriatrics Society. 2023 Academic Article GET IT
Times cited: 2
Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression. Frontiers in psychiatry. 2023 Academic Article GET IT
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences. Journal of the American Medical Informatics Association : JAMIA. 2023 Academic Article GET IT
Using Machine Learning Methods to Assess the Risk of Alcohol Misuse in Older Adults. 2023 GET IT
Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare. JAMIA open. 2023 Academic Article GET IT
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2023 Academic Article GET IT
Times cited: 8
Emergency Department and Hospital Utilization Among Older Adults Before and After Identification of Elder Mistreatment. JAMA network open. 2023 Academic Article GET IT
Times cited: 12
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes. Nature medicine. 2022 Academic Article GET IT
Times cited: 1
Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications. Diagnostics (Basel, Switzerland). 2022 Review GET IT
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction. ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine. 2022 Academic Article GET IT
Code Torsion: A Novel Pathway for Expedited Evaluation of Suspected Gonadal Torsion in the Emergency Department. American journal of medical quality : the official journal of the American College of Medical Quality. 2022 Academic Article GET IT
Clinician Acceptance of Order Sets for Pain Management: A Survey in Two Urban Hospitals. Applied clinical informatics. 2022 Academic Article GET IT
Times cited: 4
Current and Future Applications of Artificial Intelligence in Coronary Artery Disease. Healthcare (Basel, Switzerland). 2022 Review GET IT
The Impact of Air Pollution Perception on Urban Settlement Intentions of Young Talent in China. International journal of environmental research and public health. 2022 Academic Article GET IT
Emergency Department Patient Navigator Program Demonstrates Reduction in Emergency Department Return Visits and Increase in Follow-up Appointment Adherence. The American journal of emergency medicine. 2022 Academic Article GET IT
Times cited: 8
Super-High-Utilizer Patients in an Urban Academic Emergency Department: Characteristics, Early Identification, and Impact of Strategic Care Management Interventions. Health & social work. 2021 Academic Article GET IT
Emergency Department Utilization Among Maintenance Hemodialysis Patients: A Systematic Review. Kidney medicine. 2021 Academic Article GET IT
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups. Journal of the American Medical Informatics Association : JAMIA. 2021 Academic Article GET IT
Times cited: 12
Estimation of postpartum depression risk from electronic health records using machine learning. BMC pregnancy and childbirth. 2021 Academic Article GET IT
Identifying urban built environment factors in pregnancy care and maternal mental health outcomes. BMC pregnancy and childbirth. 2021 Academic Article GET IT
Diagnostic Coding of Elder Mistreatment: Results From a National Database of Medicare Advantage and Private Insurance Patients, 2011-2017. Journal of applied gerontology : the official journal of the Southern Gerontological Society. 2021 Academic Article GET IT
Times cited: 3
MyEDCare: Evaluation of a Smartphone-Based Emergency Department Discharge Process. Applied clinical informatics. 2021 Academic Article GET IT
Times cited: 4
Telehealth follow up in emergency department patients discharged with COVID-like illness and exertional hypoxia. The American journal of emergency medicine. 2021 Article GET IT
Times cited: 8
Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case-control study using data linkage and machine learning. BMJ open. 2021 Academic Article GET IT
Times cited: 5
Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation. The Annals of thoracic surgery. 2020 Academic Article GET IT
Times cited: 1
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
Times cited: 2
Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure. Cardiovascular digital health journal. 2020 Academic Article GET IT
Times cited: 13
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
Times cited: 111
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
Times cited: 34
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: 24
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
Times cited: 3
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
Times cited: 46
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: 5
Can artificial intelligence help identify elder abuse and neglect?. Journal of elder abuse & neglect. 2019 Academic Article GET IT
Times cited: 14
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: 81
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain. Applied clinical informatics. 2018 Academic Article GET IT
Times cited: 11
Does urodynamics predict voiding after benign prostatic hyperplasia surgery in patients with detrusor underactivity?. Asian journal of urology. 2018 Academic Article GET IT
Times cited: 7
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: 10
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: 9
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: 9
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: 7
Data-driven clinical and cost pathways for chronic care delivery. The American journal of managed care. 2016 Academic Article GET IT
Times cited: 12
Innovations in chronic care delivery using data-driven clinical pathways. The American journal of managed care. 2015 Academic Article GET IT
Times cited: 20
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data. Journal of biomedical informatics. 2015 Academic Article GET IT
Times cited: 52
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: 15
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: 46
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: 36
Data-driven order set generation and evaluation in the pediatric environment. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2012 Academic Article GET IT
Times cited: 10
Electronic health records: Implications for drug discovery. Drug discovery today. 2011 Information Resource GET IT
Times cited: 31

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Research

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Funding awarded

Using Multimodal Clinical and SDOH Data to Develop Risk Models for Predicting Severe Maternal Morbidity awarded by National Institute of Child Health & Human Development Co-Investigator 2025 - 2030
Columbia-Cornell-Einstein EQUIP+ Center for Learning Health System (LHS) Science: Equity, Inclusion, and Health Disparities; QUality and Safety; Implementation Science and Informatics; Patient-Center awarded by National Institute of Mental Health Co-Investigator 2024 - 2028
Opioid Treatment of Pain in People with Cancer: Intended and unintended consequences of state policies addressing opioid prescribing awarded by National Cancer Institute Co-Investigator 2022 - 2026
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 - 2025
missing activity Co-Investigator 2023 - 2024
missing activity Co-Investigator 2021 - 2024

GEMRA: Geriatric Emergency Medicine Risk Prediction Model for Return Visit Admissions awarded by National Institute on Aging Co-Principal Investigator 2023 - 2028

Columbia-Cornell-Einstein EQUIP+ Center for Learning Health System Science awarded by National Institute of Mental Health Principal Investigator Subaward 2024 - 2028
missing activity Principal Investigator Subaward 2023 - 2024

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Teaching

teaching overview

Big Data Management, Spring 2017

Background

education and training

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

Contact

full name

Yiye Zhang

primary email

yiz2014@med.cornell.edu

VIVO Weill Cornell Medical College

Yiye Zhang Associate Professor of Population Health Sciences

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