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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
9592017
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
3372020
Artificial intelligence in health care: The hope, the hype, the promise, the peril
M Matheny, ST Israni, M Ahmed, D Whicher
National Academy of Medicine 2019, 7-226, 2023
3292023
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
2602022
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
2462005
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
2412020
Learning to predict chemical reactions
MA Kayala, CA Azencott, JH Chen, P Baldi
Journal of chemical information and modeling 51 (9), 2209-2222, 2011
2282011
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
2172005
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
1732016
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
1482007
Mega-scale experimental analysis of protein folding stability in biology and design
K Tsuboyama, J Dauparas, J Chen, E Laine, Y Mohseni Behbahani, ...
Nature 620 (7973), 434-444, 2023
982023
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
982017
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
932009
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
862007
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
722017
OrderRex: clinical order decision support and outcome predictions by data-mining electronic medical records
JH Chen, T Podchiyska, RB Altman
Journal of the American Medical Informatics Association 23 (2), 339-348, 2016
662016
Functional census of mutation sequence spaces: the example of p53 cancer rescue mutants
SA Danziger, SJ Swamidass, J Zeng, LR Dearth, Q Lu, JH Chen, J Cheng, ...
IEEE/ACM transactions on computational biology and bioinformatics 3 (2), 114-125, 2006
652006
Development and performance of the pulmonary embolism result forecast model (PERFORM) for computed tomography clinical decision support
I Banerjee, M Sofela, J Yang, JH Chen, NH Shah, R Ball, AI Mushlin, ...
JAMA network open 2 (8), e198719-e198719, 2019
642019
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
612020
Characterizing electronic health record usage patterns of inpatient medicine residents using event log data
JK Wang, D Ouyang, J Hom, J Chi, JH Chen
PLoS One 14 (2), e0205379, 2019
572019
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