| N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit BJ Marafino, JM Davies, NS Bardach, ML Dean, RA Dudley Journal of the American Medical Informatics Association 21 (5), 871-875, 2014 | 104 | 2014 |
| Validation of prediction models for critical care outcomes using natural language processing of electronic health record data BJ Marafino, M Park, JM Davies, R Thombley, HS Luft, DC Sing, DS Kazi, ... JAMA network open 1 (8), e185097-e185097, 2018 | 93 | 2018 |
| Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes BJ Marafino, WJ Boscardin, RA Dudley Journal of biomedical informatics 54, 114-120, 2015 | 93 | 2015 |
| Variation in quality of care provided during commercial virtual visits in urgent care: A standardized patient audit study AJ Schoenfeld, J Davies, BJ Marafino, ML Dean, C Dejong, N Bardach, ... Journal of General Internal Medicine 31, S466-S467, 2016 | 79* | 2016 |
| Variation in quality of urgent health care provided during commercial virtual visits AJ Schoenfeld, JM Davies, BJ Marafino, M Dean, C DeJong, NS Bardach, ... JAMA Internal Medicine 176 (5), 635-642, 2016 | 79 | 2016 |
| Thirty‐day hospital readmissions in systemic lupus erythematosus: predictors and hospital‐and state‐level variation J Yazdany, BJ Marafino, ML Dean, NS Bardach, R Duseja, MM Ward, ... Arthritis & Rheumatology 66 (10), 2828-2836, 2014 | 68 | 2014 |
| Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk S Pfohl, BJ Marafino, A Coulet, F Rodriguez, L Palaniappan, NH Shah Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 271-278, 2019 | 66 | 2019 |
| Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk SR Pfohl, BJ Marafino, A Coulet, F Rodriguez, L Palaniappan, NH Shah arXiv preprint arXiv:1809.04663, 2018 | 66 | 2018 |
| Receipt of intravenous iron and clinical outcomes among hemodialysis patients hospitalized for infection JH Ishida, BJ Marafino, CE McCulloch, LS Dalrymple, RA Dudley, ... Clinical Journal of the American Society of Nephrology 10 (10), 1799-1805, 2015 | 38 | 2015 |
| Rib fracture frailty index: a risk stratification tool for geriatric patients with multiple rib fractures J Choi, BJ Marafino, EB Vendrow, L Tennakoon, M Baiocchi, DA Spain, ... Journal of trauma and acute care surgery 91 (6), 932-939, 2021 | 17 | 2021 |
| Developing machine learning models to personalize care levels among emergency room patients for hospital admission M Nguyen, CK Corbin, T Eulalio, NP Ostberg, G Machiraju, BJ Marafino, ... Journal of the American Medical Informatics Association 28 (11), 2423-2432, 2021 | 16 | 2021 |
| Predicting preventable hospital readmissions with causal machine learning BJ Marafino, A Schuler, VX Liu, GJ Escobar, M Baiocchi Health Services Research, 2020 | 12 | 2020 |
| Human immunodeficiency virus status, tenofovir exposure, and the risk of poor coronavirus disease 19 outcomes: real-world analysis from 6 United States cohorts before vaccine … AN Lea, WA Leyden, O Sofrygin, BJ Marafino, J Skarbinski, S Napravnik, ... Clinical Infectious Diseases 76 (10), 1727-1734, 2023 | 8 | 2023 |
| Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study BJ Marafino, GJ Escobar, MT Baiocchi, VX Liu, CC Plimier, A Schuler BMJ, 2021 | 6 | 2021 |
| Geographic Variation in Postoperative Imaging for Low-Risk Breast Cancer BL Franc, TP Copeland, R Thombley, M Park, BJ Marafino, ML Dean, ... Journal of the National Comprehensive Cancer Network 16 (7), 829-837, 2018 | 6 | 2018 |
| Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models BJ Marafino, RA Dudley, NH Shah, JH Chen AMIA Summits on Translational Science Proceedings 2018, 166, 2018 | 6 | 2018 |
| Assessment of a real-time locator system to identify physician and nurse work locations RC Li, BJ Marafino, D Nielsen, M Baiocchi, L Shieh JAMA network open 3 (2), e1920352-e1920352, 2020 | 5 | 2020 |
| A causal machine learning framework for predicting preventable hospital readmissions BJ Marafino, A Schuler, VX Liu, GJ Escobar, M Baiocchi arXiv preprint arXiv:2005.14409, 2020 | 2 | 2020 |
| Geographic and Patient Characteristics Associated With Election of Prophylactic Mastectomy in Young Breast Cancer Patients With Early Disease BL Franc, TP Copeland, R Thombley, M Park, BJ Marafino, ML Dean, ... American Journal of Clinical Oncology 41 (11), 1037-1042, 2018 | 2 | 2018 |
| Automated Case Identification of Lupus from an Electronic Health Record Using Novel Informatics Approaches SG Murray, C Tonner, BJ Marafino, S Haserodt, G Schmajuk, J Yazdany Arthritis & Rheumatology 67, 2015 | 1 | 2015 |
R. Adams DudleyUniversity of California, San FranciscoVerified email at umn.edu
