| Deep learning predicts hip fracture using confounding patient and healthcare variables MA Badgeley, JR Zech, L Oakden-Rayner, BS Glicksberg, M Liu, W Gale, ... NPJ digital medicine 2 (1), 31, 2019 | 234 | 2019 |
| Informatics confronts drug–drug interactions B Percha, RB Altman Trends in pharmacological sciences 34 (3), 178-184, 2013 | 227 | 2013 |
| Machine learning to predict mortality and critical events in a cohort of patients with COVID-19 in New York City: model development and validation A Vaid, S Somani, AJ Russak, JK De Freitas, FF Chaudhry, I Paranjpe, ... Journal of medical Internet research 22 (11), e24018, 2020 | 196 | 2020 |
| Transition from local to global phase synchrony in small world neural network and its possible implications for epilepsy B Percha, R Dzakpasu, M Żochowski, J Parent Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 72 (3 …, 2005 | 175 | 2005 |
| Discovery and explanation of drug-drug interactions via text mining B Percha, Y Garten, RB Altman Pacific Symposium on Biocomputing 2012, 410-421, 2012 | 172 | 2012 |
| A global network of biomedical relationships derived from text B Percha, RB Altman Bioinformatics, 2018 | 140 | 2018 |
| Measures of sexual partnerships: lengths, gaps, overlaps, and sexually transmitted infection B Foxman, M Newman, B Percha, KK Holmes, SO Aral Sexually transmitted diseases 33 (4), 209-214, 2006 | 106 | 2006 |
| Individuals with Down syndrome hospitalized with COVID-19 have more severe disease L Malle, C Gao, C Hur, HQ Truong, NM Bouvier, B Percha, XF Kong, ... Genetics in Medicine 23 (3), 576-580, 2021 | 104 | 2021 |
| System for Generating and Updating Treatment Guidelines and Estimating Effect Size of Treatment Steps L Monier, N Zimmerman, B Percha US Patent App. 14/843,343, 2016 | 89 | 2016 |
| Automatic classification of mammography reports by BI-RADS breast tissue composition class B Percha, H Nassif, J Lipson, E Burnside, D Rubin Journal of the American Medical Informatics Association 19 (5), 913-916, 2012 | 76 | 2012 |
| Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records S Lyalina, B Percha, P LePendu, SV Iyer, RB Altman, NH Shah Journal of the American Medical Informatics Association 20 (e2), e297-e305, 2013 | 74 | 2013 |
| Genetic variant in folate homeostasis is associated with lower warfarin dose in African Americans R Daneshjou, ER Gamazon, B Burkley, LH Cavallari, JA Johnson, ... Blood, The Journal of the American Society of Hematology 124 (14), 2298-2305, 2014 | 73 | 2014 |
| Modern clinical text mining: a guide and review B Percha Annual review of biomedical data science 4 (1), 165-187, 2021 | 71 | 2021 |
| Learning the structure of biomedical relationships from unstructured text B Percha, RB Altman PLoS computational biology 11 (7), e1004216, 2015 | 58 | 2015 |
| Functional evaluation of out-of-the-box text-mining tools for data-mining tasks K Jung, P LePendu, S Iyer, A Bauer-Mehren, B Percha, NH Shah Journal of the American Medical Informatics Association 22 (1), 121-131, 2015 | 57 | 2015 |
| PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model BS Glicksberg, B Oskotsky, PM Thangaraj, N Giangreco, MA Badgeley, ... Bioinformatics 35 (21), 4515-4518, 2019 | 49 | 2019 |
| In-roads to the spread of antibiotic resistance: regional patterns of microbial transmission in northern coastal Ecuador JNS Eisenberg, J Goldstick, W Cevallos, G Trueba, K Levy, J Scott, ... Journal of the royal society Interface 9 (70), 1029-1039, 2012 | 48 | 2012 |
| Bethany Percha, Thomas M Snyder, and Joel T Dudley MA Badgeley, JR Zech, L Oakden-Rayner, BS Glicksberg, M Liu, W Gale, ... Deep learning predicts hip fracture using confounding patient and healthcare …, 2019 | 44 | 2019 |
| Identifying acute low back pain episodes in primary care practice from clinical notes: observational study R Miotto, BL Percha, BS Glicksberg, HC Lee, L Cruz, JT Dudley, I Nabeel JMIR medical informatics 8 (2), e16878, 2020 | 32 | 2020 |
| Designing robust N-of-1 studies for precision medicine: simulation study and design recommendations B Percha, EB Baskerville, M Johnson, JT Dudley, N Zimmerman Journal of Medical Internet Research 21 (4), e12641, 2019 | 32 | 2019 |
Russ B AltmanProfessor Stanford UniversityVerified email at stanford.edu