| 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 | 971 | 2017 |
| 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 | 361 | 2019 |
| 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 | 356 | 2020 |
| 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 | 278 | 2022 |
| 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 | 256 | 2020 |
| 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 | 247 | 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 | 229 | 2011 |
| 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 | 219 | 2005 |
| 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 | 175 | 2016 |
| 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 | 147 | 2007 |
| 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 | 98 | 2017 |
| 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 | 95 | 2009 |
| 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 | 86 | 2007 |
| 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 | 72 | 2017 |
| 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 | 67 | 2016 |
| 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 | 65 | 2019 |
| 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 | 64 | 2006 |
| 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 | 62 | 2020 |
| 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 | 58 | 2023 |
| 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 | 57 | 2019 |
Steven M. Asch, M.D., M.P.H.Director, Center of Innovation to Implementation VA Palo Alto Health Care, Vice-Chief for ResearchVerified email at stanford.edu
