Jonathan H. Chen

Also affiliated with Palo Alto University, Stanford Health Care, Stanford Medicine, Stanford University

Computer ScienceMedicineHealth ProfessionsBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 51 papers. Top paper: “Toward expert-level medical question answering with large language models”.

Toward expert-level medical question answering with large language models

Nature Medicine(2025)10.1038/s41591-024-03423-7

N/A

10.3DataRank · unranked

793 citations

Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn, Mohamed Amin +30 more

Viral afterlife: SARS-CoV-2 as a reservoir of immunomimetic peptides that reassemble into proinflammatory supramolecular complexes

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2300644120

N/A

1.1DataRank · unranked

33 citations

Vanthana Bharathi, Tatsuya Dokoshi, Jaime de Anda, Lauryn Ursery, Nikhil N Kulkarni +30 more

Targeting repetitive laboratory testing with electronic health records-embedded predictive decision support: A pre-implementation study

Clinical Biochemistry(2023)10.1016/j.clinbiochem.2023.01.002

N/A

0.789DataRank · unranked

20 citations

P. Stephen, Ron Li, Marcy Winget, Susan Weber, Srinivasan Boosi +5 more

Machine learning prediction of mild cognitive impairment and its progression to Alzheimer's disease

Health Science Reports(2023)10.1002/hsr2.1438

N/A

0.680DataRank · unranked

14 citations

Morteza Noshad, VJ Periyakoil, Jonathan H. Chen, Sajjad Fouladvand

Clinical entity augmented retrieval for clinical information extraction

npj Digital Medicine(2025)10.1038/s41746-024-01377-1

N/A

0.601DataRank · unranked

54 citations

Akshay Swaminathan, Karthik S. Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht, P. Stephen +7 more

ChatGPT Influence on Medical Decision-Making, Bias, and Equity: A Randomized Study of Clinicians Evaluating Clinical Vignettes

medRxiv(2023)10.1101/2023.11.24.23298844

N/A

0.538DataRank · unranked

35 citations

Bryan Bunning, Elaine C. Khoong, Robert J. Gallo, Arnold Milstein, Damon Centola +2 more

Predicting Inpatient Glucose Levels and Insulin Dosing by Machine Learning on Electronic Health Records

medRxiv(2020)10.1101/2020.03.02.20029017

N/A

0.345DataRank · unranked

9 citations

Ivana Jankovic, Jonathan H. Chen, Xiran Liu

First, do NOHARM: a medical safety benchmark and randomized study of physician and AI teaming on clinical consultations

arXiv (Cornell University)(2025)10.48550/arxiv.2512.01241

N/A

0.335DataRank · unranked

5 citations

Fateme Nateghi Haredasht, Saloni Kumar Maharaj, Jain, Priyank, Jessica Tran, Matthew Gwiazdon +46 more

What medicine can learn from game-playing artificial intelligence: The 1 in 10,000 move

The American Journal of the Medical Sciences(2023)10.1016/j.amjms.2023.04.016

N/A

0.139DataRank · unranked

1 citations

Gurpreet Dhaliwal, Daniel S. Yang, Jonathan H. Chen

Machine learning for initial insulin estimation in hospitalized patients

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab099

N/A

0DataRank · unranked

59 citations

Ivana Jankovic, Laurynas Kalesinskas, Michael Baiocchi, Jonathan H. Chen, Minh Hoai Nguyen

Modeling Tool for Rapid Virtual Planning of the Intracardiac Baffle in Double-Outlet Right Ventricle

The Annals of Thoracic Surgery(2021)10.1016/j.athoracsur.2021.02.058

N/A

0DataRank · unranked

34 citations

András Lassó, Reena M. Ghosh, Csaba Pintér, Alana Cianciulli, Hannah H. Nam +8 more

Developing machine learning models to personalize care levels among emergency room patients for hospital admission

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab118

N/A

0DataRank · unranked

22 citations

Conor K. Corbin, Tiffany Y. Eulalio, Nicolai P. Ostberg, Gautam Machiraju, Ben J. Marafino +4 more

Signal from the Noise: A Mixed Methods Process Mining Approach to Evaluate Care Pathways

medRxiv(2021)10.1101/2021.11.08.21266066

N/A

0DataRank · unranked

0 citations

Christian Rose, Jonathan H. Chen, Morteza Noshad

Personalized antibiograms for machine learning driven antibiotic selection

Communications Medicine(2022)10.1038/s43856-022-00094-8

N/A

0DataRank · unranked

70 citations

Lillian Sung, Arhana Chattopadhyay, Morteza Noshad, Amy Chang, Stanley Deresinksi +3 more

Team is brain: leveraging EHR audit log data for new insights into acute care processes

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac201

N/A

0DataRank · unranked

28 citations

Robert Thombley, Morteza Noshad, Yun Lu, Heather Clancy, David Schlessinger +5 more

Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms

Journal of the American Society of Echocardiography(2022)10.1016/j.echo.2022.12.014

N/A

0DataRank · unranked

35 citations

Alan C. Kwan, Grant Duffy, John Theurer, Jonathan H. Chen, Koen Nieman +6 more

BSAC Vanguard Series: Artificial intelligence and antibiotic stewardship

Journal of Antimicrobial Chemotherapy(2022)10.1093/jac/dkac096

N/A

0DataRank · unranked

25 citations

Jonathan H. Chen, Amy Chang

Analysis of Specialty Nephrology Care Among Patients With Chronic Kidney Disease and High Risk of Disease Progression

JAMA Network Open(2022)10.1001/jamanetworkopen.2022.25797

N/A

0DataRank · unranked

20 citations

Samson S. Peter, Chi D. Chu, Delphine S. Tuot, Jonathan H. Chen, Maggie Wang

Risk of anaphylaxis in cluster vs standard subcutaneous multiallergen immunotherapy

Annals of Allergy Asthma & Immunology(2022)10.1016/j.anai.2022.12.009

N/A

0DataRank · unranked

5 citations

Tony Orden, Jiangxia Wang, Mudiaga Sowho, Jody Tversky, Jonathan H. Chen

How Chatbots and Large Language Model Artificial Intelligence Systems Will Reshape Modern Medicine

JAMA Internal Medicine(2023)10.1001/jamainternmed.2023.1835

N/A

0DataRank · unranked

106 citations

Andre Kumar, Jonathan H. Chen, Ron Li

DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad114

N/A

0DataRank · unranked

46 citations

Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa +4 more

The ChatGPT therapist will see you now: Navigating generative artificial intelligence's potential in addiction medicine research and patient care

Addiction(2023)10.1111/add.16341

N/A

0DataRank · unranked

15 citations

Sajjad Fouladvand, Jonathan H. Chen, Chwen‐Yuen Angie Chen, Steven Tate

Most privately insured patients do not receive federally recommended abdominal aortic aneurysm screening

Journal of Vascular Surgery(2023)10.1016/j.jvs.2023.01.202

N/A

0DataRank · unranked

10 citations

Kenneth Tran, Elizabeth L. George, Steven M. Asch, Jonathan H. Chen, Ronald L. Dalman +2 more

The Problem of Pain in Rheumatology: Variations in Case Definitions Derived From Chronic Pain Phenotyping Algorithms Using Electronic Health Records

The Journal of Rheumatology(2023)10.3899/jrheum.2023-0416

N/A

0DataRank · unranked

8 citations

Thy Nguyen, Tiffany Jiang, Suzanne Tamang, Yashaar Chaichian, Beth D. Darnall +4 more

The evolving role of data & safety monitoring boards for real-world clinical trials

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.582

N/A

0DataRank · unranked

3 citations

Haley Hedlin, Jonathan H. Chen, Jody D. Ciolino, Johannes O. Ferstad, Emily B. Fox +14 more

DEPLOYR: A technical framework for deploying custom real-time machine learning models into the electronic medical record

arXiv (Cornell University)(2023)10.48550/arxiv.2303.06269

N/A

0DataRank · unranked

2 citations

Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa +4 more

Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine

npj Digital Medicine(2024)10.1038/s41746-024-01010-1

N/A

0DataRank · unranked

243 citations

Ashwin Nayak, Robert Gallo, Ekanath Rangan, Jonathan H. Chen, Thomas Savage

Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae254

N/A

0DataRank · unranked

60 citations

John Wang, Robert J. Gallo, Abdessalem Boukil, Vishwesh Patel, Seyed Amir Ahmad Safavi‐Naini +3 more

Socioeconomic Disparities and the Prevalence of Antimicrobial Resistance

Clinical Infectious Diseases(2024)10.1093/cid/ciae313

N/A

0DataRank · unranked

30 citations

Alaina Beauchamp, Tanvi Ingle, Marlon I. Diaz, Abdi D Wakene, Chaitanya Katterpalli +12 more

Recommendations for Clinicians, Technologists, and Healthcare Organizations on the Use of Generative Artificial Intelligence in Medicine: A Position Statement from the Society of General Internal Medicine

Journal of General Internal Medicine(2024)10.1007/s11606-024-09102-0

N/A

0DataRank · unranked

19 citations

Shreya Shah, Derek Teng, P. Stephen, Matthew DeCamp, Eric I. Rosenberg +16 more

Predictability of buprenorphine‐naloxone treatment retention: A multi‐site analysis combining electronic health records and machine learning

Addiction(2024)10.1111/add.16587

N/A

0DataRank · unranked

6 citations

Sajjad Fouladvand, Steven Tate, Min Min Chan, Joannas Jie Lin Yeow, Kira Griffiths +11 more

Affiliation Bias in Peer Review of Abstracts

JAMA(2024)10.1001/jama.2024.3520

N/A

0DataRank · unranked

3 citations

Thomas Savage, Jonathan H. Chen, Robert J. Gallo

Thick Data Analytics (TDA): An Iterative and Inductive Framework for Algorithmic Improvement

The American Statistician(2024)10.1080/00031305.2024.2327535

N/A

0DataRank · unranked

2 citations

Tiffany Y. Eulalio, Ben J. Marafino, Christian Rose, Jonathan H. Chen, Michael Baiocchi +1 more

The promises and limitations of artificial intelligence for quality improvement, patient safety, and research in hospital medicine

Journal of Hospital Medicine(2024)10.1002/jhm.13404

N/A

0DataRank · unranked

3 citations

Nidhi Rohatgi, Jonathan H. Chen, P. Stephen

MedAgentBench: A Virtual EHR Environment to Benchmark Medical LLM Agents

NEJM AI(2025)10.1056/aidbp2500144

N/A

0DataRank · unranked

37 citations

Kameron Collin Black, Gloria Geng, Dae-Gyun Park, James Zou, Andrew Y. Ng +2 more

Artificial intelligence tools in supporting healthcare professionals for tailored patient care

npj Digital Medicine(2025)10.1038/s41746-025-01604-3

N/A

0DataRank · unranked

16 citations

Michael L. Chen, Shawheen J. Rezaei, Tina Hernandez‐Boussard, Jonathan H. Chen, Fátima Rodríguez +10 more

Fine-Tuning Methods for Large Language Models in Clinical Medicine by Supervised Fine-Tuning and Direct Preference Optimization: Comparative Evaluation

Journal of Medical Internet Research(2025)10.2196/76048

N/A

0DataRank · unranked

11 citations

P. Stephen, Abdessalem Boukil, Ekanath Rangan, Vishwesh Patel, Iván López +2 more

Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications

npj Digital Medicine(2025)10.1038/s41746-025-01969-5

N/A

0DataRank · unranked

10 citations

P. Stephen, Michael L. Chen, Isaac R. Galatzer‐Levy, John Torous, Peter van Roessel +6 more

Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf157

N/A

0DataRank · unranked

4 citations

Iván López, Steven Tate, Pooya Ashtari, Min Min Chan, Deepali Kulkarni +11 more

The impact of a best practice advisory for shifting to oral medications: A quality improvement project

Journal of Hospital Medicine(2025)10.1002/jhm.70127

N/A

0DataRank · unranked

1 citations

Leon S. Moskatel, Sean Carlton, Fatemeh Amrollahi, David J. Epstein, Amy Chang +4 more

Discrete-Event Simulation Modeling Framework for Cancer Interventions and Population Health in R (DESCIPHR): An Open-Source Pipeline

medRxiv(2025)10.1101/2025.05.12.25327470

N/A

0DataRank · unranked

0 citations

Carolyn M. Rutter, Carlos Pineda‐Antúnez, Jonathan H. Chen, Jeremy D. Goldhaber‐Fiebert, Fernando Alarid‐Escudero +1 more

Deep learning interpretation of echocardiograms

npj Digital Medicine(2020)10.1038/s41746-019-0216-8

N/A

0DataRank · unranked

480 citations

David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington +4 more

Real time machine learning prediction of next generation sequencing test results in live clinical settings

npj Digital Medicine(2025)10.1038/s41746-025-01816-7

N/A

0DataRank · unranked

0 citations

Matthew Schwede, Conor K. Corbin, Sajjad Fouladvand, Rondeep Brar, David Iberri +6 more

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa053

N/A

0DataRank · unranked

316 citations

Zhaoyi Chen, Pablo Rengifo‐Moreno, Tim Miller, Jiang Bian, Jonathan H. Chen +3 more

Clinical Decision Support and Implications for the Clinician Burnout Crisis

Yearbook of Medical Informatics(2020)10.1055/s-0040-1701986

N/A

0DataRank · unranked

83 citations

Jonathan H. Chen, Ivana Jankovic

ClinicNet: machine learning for personalized clinical order set recommendations

JAMIA Open(2020)10.1093/jamiaopen/ooaa021

N/A

0DataRank · unranked

12 citations

Delaney K. Sullivan, Alex Wells, Jonathan H. Chen, Jonathan X Wang

OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa190

N/A

0DataRank · unranked

21 citations

Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales +8 more

Olfactory dysfunction from acute upper respiratory infections: relationship to season of onset

International Forum of Allergy & Rhinology(2020)10.1002/alr.22551

N/A

0DataRank · unranked

45 citations

Jonathan H. Chen, Nina‐Simone Lobban, Richard L. Doty, Mark Potter

An in silico map of the SARS-CoV-2 RNA Structurome

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.17.045161

N/A

0DataRank · unranked

55 citations

Jake M. Peterson, Hafeez S. Haniff, Jonathan H. Chen, Christopher J. Williams, Maison Grefe +3 more

Usability of a Machine-Learning Clinical Order Recommender System Interface for Clinical Decision Support and Physician Workflow

medRxiv(2020)10.1101/2020.02.24.20025890

N/A

0DataRank · unranked

2 citations

Jonathan Chiang, Jason Hom, Lisa Shieh, Rachael C. Aikens, Michael Baiocchi +8 more

Deep learning evaluation of biomarkers from echocardiogram videos

EBioMedicine(2021)10.1016/j.ebiom.2021.103613

N/A

0DataRank · unranked

63 citations

Neal Yuan, Bryan He, Jiahong Ouyang, Joseph E. Ebinger, Patrick Botting +13 more