Jonathan H Chen
Jonathan H Chen
Stanford Department of Medicine
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Zitiert von
Zitiert von
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
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
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
Learning to predict chemical reactions
MA Kayala, CA Azencott, JH Chen, P Baldi
Journal of chemical information and modeling 51 (9), 2209-2222, 2011
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
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
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
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
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
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
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
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
Large-scale topological changes restrain malignant progression in colorectal cancer
SE Johnstone, A Reyes, Y Qi, C Adriaens, E Hegazi, K Pelka, JH Chen, ...
Cell 182 (6), 1474-1489. e23, 2020
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
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
Effect of opioid prescribing guidelines in primary care
JH Chen, J Hom, I Richman, SM Asch, T Podchiyska, NA Johansen
Medicine 95 (35), 2016
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
Use of opioid agonist therapy for Medicare patients in 2013
A Lembke, JH Chen
JAMA psychiatry 73 (9), 990-992, 2016
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
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
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