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Author Details

Yiye Zhang
NYP Weill Cornell Medical Center, NewYork-Presbyterian Hospital
2011
48
11
Ying Ding (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36456834Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.Nat Med2023
37425486Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare.JAMIA Open2023
37350905Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models.AMIA Jt Summits Transl Sci Proc2023
36787139Emergency Department and Hospital Utilization Among Older Adults Before and After Identification of Elder Mistreatment.JAMA Netw Open2023
34075830Diagnostic Coding of Elder Mistreatment: Results From a National Database of Medicare Advantage and Private Insurance Patients, 2011-2017.J Appl Gerontol2022
35511034Code Torsion: A Novel Pathway for Expedited Evaluation of Suspected Gonadal Torsion in the Emergency Department.Am J Med Qual2022
35477148Clinician Acceptance of Order Sets for Pain Management: A Survey in Two Urban Hospitals.Appl Clin Inform2022
35665007Machine Learning for Identifying Data-Driven Subphenotypes of Incident Post-Acute SARS-CoV-2 Infection Conditions with Large Scale Electronic Health Records: Findings from the RECOVER Initiative.medRxiv2022
36552971Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications.Diagnostics (Basel)2022
35960866Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.ACM BCB2022
35065524Emergency Department Patient Navigator Program Demonstrates Reduction in Emergency Department Return Visits and Increase in Follow-up Appointment Adherence.Am J Emerg Med2022
35206847Current and Future Applications of Artificial Intelligence in Coronary Artery Disease.Healthcare (Basel)2022
32948642Characteristics of Acute Kidney Injury in Hospitalized COVID-19 Patients in an Urban Academic Medical Center.Clin J Am Soc Nephrol2021
33910262MyEDCare: Evaluation of a Smartphone-Based Emergency Department Discharge Process.Appl Clin Inform2021
33722432Telehealth follow up in emergency department patients discharged with COVID-like illness and exertional hypoxia.Am J Emerg Med2021
33550264Identifying 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 Open2021
35243303Emergency Department Utilization Among Maintenance Hemodialysis Patients: A Systematic Review.Kidney Med2021
34571540Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.J Am Med Inform Assoc2021
34481472Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.BMC Pregnancy Childbirth2021
34535116Estimation of postpartum depression risk from electronic health records using machine learning.BMC Pregnancy Childbirth2021
33221198Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation.Ann Thorac Surg2021
33035748Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women.J Affect Disord2021
32739256Delineating Pathways to Death by Multisystem Organ Failure in Patients With a Left Ventricular Assist Device.Ann Thorac Surg2021
32584879Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.PLoS One2020
31831453Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.IEEE J Biomed Health Inform2020
31713474Can artificial intelligence help identify elder abuse and neglect?J Elder Abuse Negl2020
33083543Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.Learn Health Syst2020
33215073Using 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 Open2020
30834806Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.J Am Heart Assoc2019
29804815Clinical Trials in Benign Prostatic Hyperplasia: A Moving Target of Success.Eur Urol Focus2019
31438052Using Electronic Health Records and Machine Learning to Predict Postpartum Depression.Stud Health Technol Inform2019
31297318Does urodynamics predict voiding after benign prostatic hyperplasia surgery in patients with detrusor underactivity?Asian J Urol2019
28551859Cognitive workload reduction in hospital information systems : Decision support for order set optimization.Health Care Manag Sci2018
29888087Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data.AMIA Jt Summits Transl Sci Proc2018
30101305Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets.J Am Med Inform Assoc2018
29878223The potential value of social determinants of health in predicting health outcomes.J Am Med Inform Assoc2018
30815107Augmenting community-level social determinants of health data with individual-level survey data.AMIA Annu Symp Proc2018
30566964Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain.Appl Clin Inform2018
30300713Association 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 Inform2018
29295181An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions.Stud Health Technol Inform2017
27982668Data-driven clinical and cost pathways for chronic care delivery.Am J Manag Care2016
26760429Innovations in chronic care delivery using data-driven clinical pathways.Am J Manag Care2015
26419864Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.J Biomed Inform2015
24674844Paving the COWpath: data-driven design of pediatric order sets.J Am Med Inform Assoc2014
25954471On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease.AMIA Annu Symp Proc2014
23920654Reducing provider cognitive workload in CPOE use: optimizing order sets.Stud Health Technol Inform2013
23304427Data-driven order set generation and evaluation in the pediatric environment.AMIA Annu Symp Proc2012
21624499Electronic health records: Implications for drug discovery.Drug Discov Today2011
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Collaborators

Rema Padman
Carnegie Mellon University.
Co-authored papers 14
Jyotishman Pathak
Cornell University
Co-authored papers 10
Jessica S Ancker
Vanderbilt University Medical Center
Co-authored papers 5
Jie Xu
University of Florida Gainesville Florida USA.
Co-authored papers 3
Bilal Chughtai
New York Presbyterian Hospital-Weill Cornell
Co-authored papers 2
Elizabeth A Shenkman
University of Florida
Co-authored papers 2
Thomas W Carton
Louisiana Public Health Institute
Co-authored papers 2
Anthony Solomonides
Research Institute, NorthShore University HealthSystem
Co-authored papers 2
Mark G Weiner
Weill Cornell Medical College
Co-authored papers 2
Lixia Yao
Merck & Co., Inc.
Co-authored papers 1
Yuan Luo
Northwestern University Feinberg School of Medicine
Co-authored papers 1
Daniel M Lindberg
Children's Hospital Colorado
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Yiyuan Wu
Weill Cornell Medical College
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Guoqian Jiang
Mayo Clinic Rochester Minnesota USA.
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Jennifer A Pacheco
University of Pennsylvania
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Pascal S Brandt
University of Washington Seattle Washington USA.
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Richard C Kiefer
Mayo Clinic Rochester Minnesota USA.
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Benjamin S Glicksberg
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Prakash Adekkanattu
Northwestern University
Co-authored papers 1
Tingyi Wanyan
Co-authored papers 1
Ariful Azad
Indiana University
Co-authored papers 1
Terry Fulmer
The John A. Hartford Foundation
Co-authored papers 1
David K Vawdrey
Columbia University
Co-authored papers 1
Ying Ding (CM4AI)
University of Texas at Austin
Co-authored papers 1
Luke V Rasmussen
Northwestern University Feinberg School of Medicine
Co-authored papers 1
Mingquan Lin
Co-authored papers 1
Zhangyang Wang
University of Texus Austin
Co-authored papers 1
Yanshan Wang
Mayo Clinic
Co-authored papers 1
Natalie C Benda
Columbia University School of Nursing
Co-authored papers 1
Kartikeya M Menon
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
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