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
3682017
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
2122005
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
1812005
Learning to predict chemical reactions
MA Kayala, CA Azencott, JH Chen, P Baldi
Journal of chemical information and modeling 51 (9), 2209-2222, 2011
1392011
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
1252016
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
1102007
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
772007
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
672009
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
512006
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
462017
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
442016
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
402017
Synthesis explorer: a chemical reaction tutorial system for organic synthesis design and mechanism prediction
JH Chen, P Baldi
Journal of chemical education 85 (12), 1699, 2008
372008
Deep learning interpretation of echocardiograms
A Ghorbani, D Ouyang, A Abid, B He, JH Chen, RA Harrington, DH Liang, ...
NPJ digital medicine 3 (1), 1-10, 2020
332020
Effect of opioid prescribing guidelines in primary care
JH Chen, J Hom, I Richman, SM Asch, T Podchiyska, NA Johansen
Medicine 95 (35), 2016
322016
Use of opioid agonist therapy for Medicare patients in 2013
A Lembke, JH Chen
JAMA psychiatry 73 (9), 990-992, 2016
272016
Internal medicine resident computer usage: an electronic audit of an inpatient service
D Ouyang, JH Chen, J Hom, J Chi
JAMA internal medicine 176 (2), 252-254, 2016
252016
Automated physician order recommendations and outcome predictions by data-mining electronic medical records
JH Chen, RB Altman
AMIA Summits on Translational Science proceedings 2014, 206, 2014
212014
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
202019
Development and Evaluation of an Electronic Health Record–Based Best-Practice Discharge Checklist for Hospital Patients
T Garg, JY Lee, KH Evans, J Chen, L Shieh
The Joint Commission Journal on Quality and Patient Safety 41 (3), 126-AP1, 2015
192015
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Articles 1–20