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Author Details

Jonathan H Chen
Stanford University School of Medicine
2013
69
16
PMIDPaper TitleJournal TitlePublished Year
36566995Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms.J Am Soc Echocardiogr2023
35544068National Trends in Pediatric Ambulatory Telehealth Utilization and Follow-Up Care.Telemed J E Health2023
37459090Chatbot vs Medical Student Performance on Free-Response Clinical Reasoning Examinations.JAMA Intern Med2023
37350911Mild Cognitive Impairment: Data-Driven Prediction, Risk Factors, and Workup.AMIA Jt Summits Transl Sci Proc2023
37350883Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection.AMIA Jt Summits Transl Sci Proc2023
37419945SCOPE: predicting future diagnoses in office visits using electronic health records.Sci Rep2023
37115531How Chatbots and Large Language Model Artificial Intelligence Systems Will Reshape Modern Medicine: Fountain of Creativity or Pandora's Box?JAMA Intern Med2023
37369008DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record.J Am Med Inform Assoc2023
37094633What medicine can learn from game-playing artificial intelligence: The 1 in 10,000 move.Am J Med Sci2023
36623759Targeting repetitive laboratory testing with electronic health records-embedded predictive decision support: A pre-implementation study.Clin Biochem2023
35238788A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral: Algorithm Development and Validation Using Electronic Health Record Data and Expert Surveys.JMIR Med Inform2022
35534571A web-based app to provide personalized recommendations for COVID-19.Nat Med2022
35603264Personalized antibiograms for machine learning driven antibiotic selection.Commun Med (Lond)2022
35355078BSAC Vanguard Series: Artificial intelligence and antibiotic stewardship.J Antimicrob Chemother2022
35984661Analysis of Specialty Nephrology Care Among Patients With Chronic Kidney Disease and High Risk of Disease Progression.JAMA Netw Open2022
36018731Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial.J Am Med Inform Assoc2022
35913752Decoding Artificial Intelligence to Achieve Diagnostic Excellence: Learning From Experts, Examples, and Experience.JAMA2022
35227670Applications of machine learning in routine laboratory medicine: Current state and future directions.Clin Biochem2022
34890151Precision Medicine: Using Artificial Intelligence to Improve Diagnostics and Healthcare.Pac Symp Biocomput2022
35308914Machine Learning Predictability of Clinical Next Generation Sequencing for Hematologic Malignancies to Guide High-Value Precision Medicine.AMIA Annu Symp Proc2022
35085813Signal from the noise: A mixed graphical and quantitative process mining approach to evaluate care pathways applied to emergency stroke care.J Biomed Inform2022
33453199Tele-Clinic Visits in Pediatric Patients with Marfan Syndrome Using Parentally Acquired Echocardiography.J Pediatr2021
35821911stratamatch: Prognostic Score Stratification Using a Pilot Design.R J2021
34529064Assessment of Prevalence of Adolescent Patient Portal Account Access by Guardians.JAMA Netw Open2021
34402507Developing machine learning models to personalize care levels among emergency room patients for hospital admission.J Am Med Inform Assoc2021
33936471Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes.AMIA Annu Symp Proc2021
34279615Machine learning for initial insulin estimation in hospitalized patients.J Am Med Inform Assoc2021
32479175Research and Reporting Considerations for Observational Studies Using Electronic Health Record Data.Ann Intern Med2020
33106874OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases.J Am Med Inform Assoc2020
33103968Planning for the Known Unknown: Machine Learning for Human Healthcare Systems.Am J Bioeth2020
32823308Clinical Decision Support and Implications for the Clinician Burnout Crisis.Yearb Med Inform2020
32734162ClinicNet: machine learning for personalized clinical order set recommendations.JAMIA Open2020
32477627Physician Usage and Acceptance of a Machine Learning Recommender System for Simulated Clinical Order Entry.AMIA Jt Summits Transl Sci Proc2020
32417928Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review.J Am Med Inform Assoc2020
30687798Patient vs provider perspectives of 30-day hospital readmissions.BMJ Open Qual2019
31259006A Machine Learning Approach to Predicting the Stability of Inpatient Lab Test Results.AMIA Jt Summits Transl Sci Proc2019
31258984Neural Networks for Clinical Order Decision Support.AMIA Jt Summits Transl Sci Proc2019
31509205Prevalence and Predictability of Low-Yield Inpatient Laboratory Diagnostic Tests.JAMA Netw Open2019
31419265How are medical students using the Electronic Health Record (EHR)?: An analysis of EHR use on an inpatient medicine rotation.PLoS One2019
31164486When order sets do not align with clinician workflow: assessing practice patterns in the electronic health record.BMJ Qual Saf2019
30726208Characterizing electronic health record usage patterns of inpatient medicine residents using event log data.PLoS One2019
29489814Reversals and limitations on high-intensity, life-sustaining treatments.PLoS One2018
29888077Inpatient Clinical Order Patterns Machine-Learned From Teaching Versus Attending-Only Medical Services.AMIA Jt Summits Transl Sci Proc2018
29888076Predicting Low Information Laboratory Diagnostic Tests.AMIA Jt Summits Transl Sci Proc2018
29888065Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models.AMIA Jt Summits Transl Sci Proc2018
30195660An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.J Biomed Inform2018
30505898Association model data learned from clinicians stratified by patient mortality outcomes at a Tertiary Academic Center.Data Brief2018
30354370What's in a Name? Factors That Influence the Usage of Generic Versus Trade Names for Cardiac Medications Among Healthcare Providers.Circ Cardiovasc Qual Outcomes2018
29360995Impact of problem-based charting on the utilization and accuracy of the electronic problem list.J Am Med Inform Assoc2018
29717410Acetaminophen or Tylenol? A Retrospective Analysis of Medication Digital Communication Practices.J Gen Intern Med2018
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Collaborators

Russ B Altman
Stanford University
Co-authored papers 9
Steven M Asch
Center for Innovation to Implementation (Ci2i)
Co-authored papers 7
Mary K Goldstein
Stanford University
Co-authored papers 7
David Ouyang
Smidt Heart Institute, Cedars-Sinai Medical Center
Co-authored papers 6
Nigam H Shah
Stanford University
Co-authored papers 6
Rachael C Aikens
Stanford University.
Co-authored papers 5
Euan A Ashley
Stanford University
Co-authored papers 2
Wui Ip
Department of Pediatrics Stanford University School of Medicine Stanford
Co-authored papers 2
Christopher Sharp
Stanford University School of Medicine
Co-authored papers 2
Paul A Heidenreich
Stanford University School of Medicine
Co-authored papers 2
Mark A Musen
Stanford Center for Biomedical Informatics Research, Stanford University
Co-authored papers 2
Lana X Garmire
University of Michigan ann arbor
Co-authored papers 1
Jacob Parker
Rady Children's Hospital
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Alison Callahan
Co-authored papers 1
Manjot Gill
Division of Clinical Informatics, Nationwide Children's Hospital
Co-authored papers 1
Lillian Sung
The Hospital for Sick Children
Co-authored papers 1
Jennifer Lee
Division of Clinical Informatics, Nationwide Children's Hospital
Co-authored papers 1
Keith E Morse
Stanford University School of Medicine
Co-authored papers 1
Yungui Huang
Research Institute at Nationwide Childrens Hospital, University of Iowa
Co-authored papers 1
Zhaoyi Chen
University of Florida
Co-authored papers 1
Austin Powell
Co-authored papers 1
Steven E Brenner
University of California berkeley
Co-authored papers 1
Christina S Kong
Stanford University School of Medicine
Co-authored papers 1
John D Van Horn
University of Virginia
Co-authored papers 1
Vincent X Liu
Kaiser Permanente
Co-authored papers 1
Jeffrey Hoffman
The Ohio State University College of Medicine, Nationwide Children's Hospital
Co-authored papers 1
James Xie
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 1
Dana C Crawford
Cleveland Institute for Computational Biology, Case Western Reserve University
Co-authored papers 1
Jiang Bian
College of Medicine, University of Florida
Co-authored papers 1
Jeannie S Huang
University of California San Diego
Co-authored papers 1
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