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Author Details

You Chen
Vanderbilt University Medical Center
2011
45
13
PMIDPaper TitleJournal TitlePublished Year
36961506Human-Centered Design to Address Biases in Artificial Intelligence.J Med Internet Res2023
37350912Assessing Intrahospital Care Transition Structures Before and During the COVID-19 Pandemic: Network Analysis Study.AMIA Jt Summits Transl Sci Proc2023
37128421Inferring EHR Utilization Workflows through Audit Logs.AMIA Annu Symp Proc2023
35935872Detecting drug-drug interactions between therapies for COVID-19 and concomitant medications through the FDA adverse event reporting system.Front Pharmacol2022
35652075The Validation of Deep Learning-Based Grading Model for Diabetic Retinopathy.Front Med (Lausanne)2022
35673191Telehealth Uptake into Primary Care During the COVID-19 Pandemic.Stud Health Technol Inform2022
35673059Teamwork and Patient Safety in Intensive Care Units: Challenges and Opportunities.Stud Health Technol Inform2022
35673035Perioperative Care Structures and Non-Routine Events: Network Analysis.Stud Health Technol Inform2022
35790200Measuring and Maximizing Undivided Attention in the Context of Electronic Health Records.Appl Clin Inform2022
33936435Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs.AMIA Annu Symp Proc2021
33576432Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.J Am Med Inform Assoc2021
33621187Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study.JMIR Hum Factors2021
34530389Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy.Comput Methods Programs Biomed2021
34637393Assessing Neonatal Intensive Care Unit Structures and Outcomes Before and During the COVID-19 Pandemic: Network Analysis Study.J Med Internet Res2021
34402496Predicting brain function status changes in critically ill patients via Machine learning.J Am Med Inform Assoc2021
34477566Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study.JMIR Med Inform2021
34592753Predicting next-day discharge via electronic health record access logs.J Am Med Inform Assoc2021
32931298Network Analysis Subtleties in ICU Structures and Outcomes.Am J Respir Crit Care Med2020
32027360Metrics for assessing physician activity using electronic health record log data.J Am Med Inform Assoc2020
33283143Predicting Missing Values in Medical Data via XGBoost Regression.J Healthc Inform Res2020
31437902Learning to Identify Severe Maternal Morbidity from Electronic Health Records.Stud Health Technol Inform2019
31678588Deep learning predicts extreme preterm birth from electronic health records.J Biomed Inform2019
32637942Provider Networks in the Neonatal Intensive Care Unit Associate with Length of Stay.IEEE Conf Collab Internet Comput2019
32524087Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays.IEEE Int Conf Healthc Inform2019
32170716Modeling Care Team Structures in the Neonatal Intensive Care Unit through Network Analysis of EHR Audit Logs.Methods Inf Med2019
31437903Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity.Stud Health Technol Inform2019
29174994Learning bundled care opportunities from electronic medical records.J Biomed Inform2018
29888094Predicting Neonatal Encephalopathy From Maternal Data in Electronic Medical Records.AMIA Jt Summits Transl Sci Proc2018
29888080Learning Opportunities for Drug Repositioning via GWAS and PheWAS Findings.AMIA Jt Summits Transl Sci Proc2018
29481625Interaction patterns of trauma providers are associated with length of stay.J Am Med Inform Assoc2018
27570217Identifying collaborative care teams through electronic medical record utilization patterns.J Am Med Inform Assoc2017
28269922Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients.AMIA Annu Symp Proc2017
29295255Predicting Length of Stay for Obstetric Patients via Electronic Medical Records.Stud Health Technol Inform2017
27919371A machine learning-based framework to identify type 2 diabetes through electronic health records.Int J Med Inform2017
31448180#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.Proc Int AAAI Conf Weblogs Soc Media2016
25841328Building bridges across electronic health record systems through inferred phenotypic topics.J Biomed Inform2015
31452969Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics.KDD2015
26958173Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization.AMIA Annu Symp Proc2015
24845147We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records.Int J Med Inform2014
23304277Auditing medical records accesses via healthcare interaction networks.AMIA Annu Symp Proc2012
23399988Specializing network analysis to detect anomalous insider actions.Secur Inform2012
24489520Detecting Anomalous Insiders in Collaborative Information Systems.IEEE Trans Dependable Secure Comput2012
25525632Context-Aware Anomaly Detection for Electronic Medical Record Systems.Healthsec2011
25485309Detection of Anomalous Insiders in Collaborative Environments via Relational Analysis of Access Logs.CODASPY2011
25621314Leveraging Social Networks to Detect Anomalous Insider Actions in Collaborative Environments.ISI2011
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Collaborators

Bradley A Malin
Vanderbilt University
Co-authored papers 33
Cheng Gao
University of Science and Technology Liaoning
Co-authored papers 13
Chao Yan
Vanderbilt University Medical Center
Co-authored papers 9
Sarah S Osmundson
Vanderbilt University Medical Center
Co-authored papers 8
Daniel J France
Vanderbilt University Medical Center
Co-authored papers 6
Mayur B Patel
Vanderbilt University Medical Center
Co-authored papers 5
Abel N Kho
Northwestern University Feinberg School of Medicine
Co-authored papers 5
Steve Nyemba
Vanderbilt University Medical Center
Co-authored papers 5
Digna R Velez Edwards
Vanderbilt University Medical Center
Co-authored papers 4
David Liebovitz
Feinberg School of Medicine, Northwestern University
Co-authored papers 4
Mhd Wael Alrifai
Monroe Carell Jr. Children's Hospital at Vanderbilt
Co-authored papers 3
Jimeng Sun
University of Illinois Urbana-Champaign.
Co-authored papers 3
Nancy M Lorenzi
Vanderbilt University
Co-authored papers 3
Yang Gong
University of Texas Health Science Center at Houston School of Biomedical Informatics
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Carl A Gunter
University of Illinois at Urbana-Champaign
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Bo Li
Vanderbilt University
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Catherine H Ivory
Vanderbilt University Medical Center
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Julia Adler-Milstein
University of California san francisco
Co-authored papers 2
Wei Xie
West China Hospital of Sichuan University
Co-authored papers 2
Bob Chen
Vanderbilt University Medical Center
Co-authored papers 2
Xiaowei Yan
Center for Health System Research
Co-authored papers 2
Joshua C Denny
Vanderbilt University
Co-authored papers 2
Laurie L Novak
Vanderbilt University
Co-authored papers 2
Joydeep Ghosh
Tata Medical Center
Co-authored papers 2
Jonathan S Schildcrout
Vanderbilt University Medical Center.
Co-authored papers 2
Christine A Sinsky
NYU Grossman School of Medicine (N.S., and Medical Center Information Technology
Co-authored papers 2
Christoph U Lehmann
Clinical Informatics Center
Co-authored papers 2
Eugene Jeong
Vanderbilt University School of Medicine
Co-authored papers 2
Wen Zhang
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Co-authored papers 2
Jason Slagle
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Release 1.2