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Jonathan H Chen
Jonathan H Chen
Stanford Department of Medicine
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Machine learning and prediction in medicine—beyond the peak of inflated expectations
JH Chen, SM Asch
The New England journal of medicine 376 (26), 2507, 2017
10972017
Toward expert-level medical question answering with large language models
K Singhal, T Tu, J Gottweis, R Sayres, E Wulczyn, M Amin, L Hou, K Clark, ...
Nature Medicine, 1-8, 2025
7692025
Deep learning interpretation of echocardiograms
A Ghorbani, D Ouyang, A Abid, B He, JH Chen, RA Harrington, DH Liang, ...
NPJ digital medicine 3 (1), 10, 2020
4372020
Artificial intelligence in health care: The hope, the hype, the promise, the peril
M Matheny, ST Israni, M Ahmed, D Whicher
Washington, DC: National Academy of Medicine 10, 2019
4192019
Responding to the opioid crisis in North America and beyond: recommendations of the Stanford–Lancet Commission
K Humphreys, CL Shover, CM Andrews, ASB Bohnert, ML Brandeau, ...
The Lancet 399 (10324), 555-604, 2022
3812022
Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review
SN Payrovnaziri, Z Chen, P Rengifo-Moreno, T Miller, J Bian, JH Chen, ...
Journal of the American Medical Informatics Association 27 (7), 1173-1185, 2020
3132020
Kernels for small molecules and the prediction of mutagenicity, toxicity and anti-cancer activity
SJ Swamidass, J Chen, J Bruand, P Phung, L Ralaivola, P Baldi
Bioinformatics 21 (suppl_1), i359-i368, 2005
2542005
Learning to predict chemical reactions
MA Kayala, CA Azencott, JH Chen, P Baldi
Journal of chemical information and modeling 51 (9), 2209-2222, 2011
2372011
ChemDB: a public database of small molecules and related chemoinformatics resources
J Chen, SJ Swamidass, Y Dou, J Bruand, P Baldi
Bioinformatics 21 (22), 4133-4139, 2005
2312005
Distribution of opioids by different types of Medicare prescribers
JH Chen, K Humphreys, NH Shah, A Lembke
JAMA internal medicine 176 (2), 259-261, 2016
1792016
ChemDB update—full-text search and virtual chemical space
JH Chen, E Linstead, SJ Swamidass, D Wang, P Baldi
Bioinformatics 23 (17), 2348-2351, 2007
1562007
Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets
JH Chen, M Alagappan, MK Goldstein, SM Asch, RB Altman
International journal of medical informatics 102, 71-79, 2017
1092017
Chatbot vs medical student performance on free-response clinical reasoning examinations
E Strong, A DiGiammarino, Y Weng, A Kumar, P Hosamani, J Hom, ...
JAMA internal medicine 183 (9), 1028-1030, 2023
1042023
No electron left behind: a rule-based expert system to predict chemical reactions and reaction mechanisms
JH Chen, P Baldi
Journal of chemical information and modeling 49 (9), 2034-2043, 2009
1012009
Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine
T Savage, A Nayak, R Gallo, E Rangan, JH Chen
NPJ Digital Medicine 7 (1), 20, 2024
942024
One-to four-dimensional kernels for virtual screening and the prediction of physical, chemical, and biological properties
CA Azencott, A Ksikes, SJ Swamidass, JH Chen, L Ralaivola, P Baldi
Journal of chemical information and modeling 47 (3), 965-974, 2007
882007
Research and reporting considerations for observational studies using electronic health record data
A Callahan, NH Shah, JH Chen
Annals of internal medicine 172 (11_Supplement), S79-S84, 2020
802020
Applications of machine learning in routine laboratory medicine: Current state and future directions
N Rabbani, GYE Kim, CJ Suarez, JH Chen
Clinical Biochemistry 103, 1-7, 2022
792022
How chatbots and large language model artificial intelligence systems will reshape modern medicine: fountain of creativity or pandora’s box?
R Li, A Kumar, JH Chen
JAMA internal medicine 183 (6), 596-597, 2023
772023
Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets
JH Chen, MK Goldstein, SM Asch, L Mackey, RB Altman
Journal of the American Medical Informatics Association 24 (3), 472-480, 2017
772017
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Articles 1–20