Jonathan H. Chen

10.6k citations

198 papers · 5.3k indexed · 6 hit papers · h-index 38

Impact in

Health Informatics top 0.05%
- Artificial Intelligence in Healthcare and Education
Health Information Management top 0.1%
- Electronic Health Records Systems
- Artificial Intelligence in Healthcare

Papers in

Health Informatics 21
- Artificial Intelligence in Healthcare and Education 21
Health Information Management 38
- Electronic Health Records Systems 30
- Artificial Intelligence in Healthcare 8

Co-authors: Steven M. Asch Pierre Baldi S. Joshua Swamidass Russ B. Altman Jason Hom David Ouyang Nigam H. Shah Jocelyne Bruand
Journals: Journal of the American Medical Informatics Association (15 papers)npj Digital Medicine (9 papers)JAMA Network Open (5 papers)Journal of Hospital Medicine (4 papers)Journal of Biomedical Informatics (4 papers)
Partner nations: United States Canada Australia

In The Last Decade

Jonathan H. Chen

176 papers receiving 5.2k citations

Hit Papers

6 papers align trajectories log scale

GPT-4 assistance for improvement of physician performance on patient care tasks: a randomized controlled trial 2025 · 35 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2025 Nature Medicine
2024 JAMA Network Open
2024 npj Digital Medicine
2023 Nature
2020 npj Digital Medicine
2017 New England Journal of Medicine

Peers

Countries citing papers authored by Jonathan H. Chen

Since Specialization

Citations

This map shows the geographic impact of Jonathan H. Chen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jonathan H. Chen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jonathan H. Chen more than expected).

Fields of papers citing papers by Jonathan H. Chen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jonathan H. Chen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jonathan H. Chen. The network helps show where Jonathan H. Chen may publish in the future.

Co-authors

The 25 scholars most cited alongside Jonathan H. Chen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jonathan H. Chen Line = papers co-authored together Jonathan H. Chen links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Clinical entity augmented retrieval for clinical information extraction npj Digital Medicine ·Clemins, Akshay Swaminathan, Sepna Disa, B Janowska, P Dora, P. Stephen, Bo Zhang, Vinod Kumar . Nishad, Raj Swamy, Aravind Venkateswaran, Nigam H. Shah, Jonathan H. Chen	2025	10
2	MedAgentBench: A Virtual EHR Environment to Benchmark Medical LLM Agents NEJM AI ·Michelangelo Messina, Masato Higashitani, Cárdenas Bautista, Panjaporn Pramaya, James Zou, Andrew Y. Ng, Jonathan H. Chen	2025	7
3	Opportunistic Screening of Chronic Liver Disease with Deep-Learning–Enhanced Echocardiography NEJM AI ·Yuki Sahashi, N. Calzolaio, Fatemeh Amrollahi, Hirsh D. Trivedi, Carsten Müntsches, Jonathan H. Chen, Susan Cheng, David Ouyang, Alan C. Kwan	2025	4
4	The impact of a best practice advisory for shifting to oral medications: A quality improvement project Journal of Hospital Medicine ·K. Isaac Larbi, 七平浅川, Michihiko Esaki, Fatemeh Amrollahi, David J. Epstein, Amy Chang, 万里子水井, Jonathan H. Chen, Lisa Shieh	2025	1
5	Establishing best practices in large language model research: an application to repeat prompting Journal of the American Medical Informatics Association ·Aravind Venkateswaran, Michael Baiocchi, A Jaeger, Jonathan H. Chen	2024	2
6	Predictability of buprenorphine‐naloxone treatment retention: A multi‐site analysis combining electronic health records and machine learning Addiction ·P Dora, Dian Maulana, Vinod Kumar . Nishad, 朱德军, Johannes Luchmun, N. Y. Pamdaya, Clemins, Jeremiah W. Bertz, Adam S. Miner, Tina Hernandez‐Boussard, Stephen J. Keable, Huiqiong Deng, Keith Humphreys, Anna Lembke, L. Alexander Vance, Jonathan H. Chen	2024	2
7	Learning from the EHR to implement AI in healthcare npj Digital Medicine ·Christian Rose, Jonathan H. Chen	2024	6
8	Natural language processing system for rapid detection and intervention of mental health crisis chat messages npj Digital Medicine ·Akshay Swaminathan, Clemins, Amber Uptergrove, Tyler Heist, 巖杉山, Masyitah Binti Mohd Zainon, sunala, Matthew G. Rubashkin, Stefalo Acha, Jonathan H. Chen, Olivier Gevaert, Matias Lehtinen, Matthew K. Nock	2023	17
9	Trends in Influenza Vaccination Rates among a Medicaid Population from 2016 to 2021 Vaccines ·まり井出, 柴田礼子, Rosivane Rolim de Almeida, Artur Belov, Eveline Gomes de Oliveira França, Jonathan H. Chen, Barbee Whitaker, Tina Hernandez‐Boussard	2023	1
10	Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning Journal of Biomedical Informatics ·Dian Maulana, Thysa Thysmelia Affandi, Hamed Nilforoshan, Matthew Schwede, Arumugam Balatandayoudam, 俊龍高橋, Jiaxuan You, Rok Sosič, Jure Leskovec, Jonathan H. Chen	2023	3
11	The Problem of Pain in Rheumatology: Variations in Case Definitions Derived From Chronic Pain Phenotyping Algorithms Using Electronic Health Records The Journal of Rheumatology ·Titilola Falasinnu, Thy Nguyen, อรุณี จันทร์ศิลา, Suzanne Tamang, Yashaar Chaichian, Beth D. Darnall, Sean Mackey, Julia F. Simard, Jonathan H. Chen	2023	1
12	Targeting repetitive laboratory testing with electronic health records-embedded predictive decision support: A pre-implementation study Clinical Biochemistry ·文涛金, P. Stephen, Ron Li, Marcy Winget, Susan Weber, J.-C. Fontaine, Tho D. Pham, 蕙君朱, Lisa Shieh, Jonathan H. Chen	2023	11
13	Team is brain: leveraging EHR audit log data for new insights into acute care processes Journal of the American Medical Informatics Association ·Christian Rose, Robert Thombley, Arumugam Balatandayoudam, Yun Lu, Heather Clancy, Patrick Fuerst, Ron Li, Vincent X. Liu, Jonathan H. Chen, Julia Adler‐Milstein	2022	9
14	Signal from the noise: A mixed graphical and quantitative process mining approach to evaluate care pathways applied to emergency stroke care Journal of Biomedical Informatics ·Arumugam Balatandayoudam, Christian Rose, Jonathan H. Chen	2022	11
15	Machine learning for initial insulin estimation in hospitalized patients Journal of the American Medical Informatics Association ·Minh Hoai Nguyen, Ivana Jankovic, Fahd Makhdom, Michael Baiocchi, Jonathan H. Chen	2021	33
16	Developing machine learning models to personalize care levels among emergency room patients for hospital admission Journal of the American Medical Informatics Association ·Minh Hoai Nguyen, Conor K. Corbin, Tiffany Eulalio, Nicolai P. Ostberg, Cr Russell, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen	2021	11
17	OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases Journal of the American Medical Informatics Association ·Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, เบญจมาส ขวัญคง, 長幸山下, 英司辻田, Mark A. Musen, Michael Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen	2020	13
18	A General Level Design Editor for Co-Creative Level Design Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment ·Matthew Guzdial, Jonathan H. Chen, Shaoyu Chen, Mark Riedl	2017	5
19	Usability of an Automated Recommender System for Clinical Order Entry. AMIA ·Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman	2016	2
20	Chronic viral infection promotes sustained Th1-derived immunoregulatory IL-10 via BLIMP-1 Journal of Clinical Investigation ·Ian A. Parish, Heather D. Marshall, Matthew Staron, Philipp A. Lang, Anne Brüstle, Jonathan H. Chen, Weiguo Cui, Yao-Chen Tsui, Curtis J. Perry, Brian J. Laidlaw, Pamela S. Ohashi, Casey T. Weaver, Susan M. Kaech	2014	68

About Jonathan H. Chen

Jonathan H. Chen is a scholar working on Health Informatics, Health Information Management, Family Practice, Medical Terminology and Applied Microbiology and Biotechnology, having authored 198 papers that have together received 5.3k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (44 papers), Electronic Health Records Systems (30 papers), Artificial Intelligence in Healthcare and Education (21 papers), Biomedical Text Mining and Ontologies (11 papers), Clinical Reasoning and Diagnostic Skills (11 papers), Clinical practice guidelines implementation (10 papers), Healthcare Systems and Technology (8 papers) and Artificial Intelligence in Healthcare (8 papers). The work is most often cited by research in Health Informatics (766 citations), Health Information Management (567 citations), Family Practice (167 citations), Artificial Intelligence (990 citations) and Critical Care and Intensive Care Medicine (150 citations). Jonathan H. Chen has collaborated with scholars based in United States, Canada and Australia. Frequent co-authors include Steven M. Asch, Pierre Baldi, S. Joshua Swamidass, Russ B. Altman, Jason Hom, David Ouyang, Nigam H. Shah, Jocelyne Bruand, Anna Lembke and Susan M. Kaech. Their work appears in journals such as Journal of the American Medical Informatics Association, npj Digital Medicine, JAMA Network Open, Journal of Hospital Medicine and Journal of Biomedical Informatics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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