| From predictive methods to missing data imputation: an optimization approach D Bertsimas, C Pawlowski, YD Zhuo Journal of Machine Learning Research 18 (196), 1-39, 2018 | 290 | 2018 |
| Personalized diabetes management using electronic medical records D Bertsimas, N Kallus, AM Weinstein, YD Zhuo Diabetes care 40 (2), 210-217, 2017 | 144 | 2017 |
| Robust classification D Bertsimas, J Dunn, C Pawlowski, YD Zhuo INFORMS Journal on Optimization 1 (1), 2-34, 2019 | 110 | 2019 |
| Cost-effectiveness of rivaroxaban compared with enoxaparin plus a vitamin K antagonist for the treatment of venous thromboembolism P Lefebvre, CI Coleman, BK Bookhart, ST Wang, SH Mody, KN Tran, ... Journal of Medical Economics 17 (1), 52-64, 2014 | 78 | 2014 |
| Applied informatics decision support tool for mortality predictions in patients with cancer D Bertsimas, J Dunn, C Pawlowski, J Silberholz, A Weinstein, YD Zhuo, ... JCO clinical cancer informatics 2, 1-11, 2018 | 56 | 2018 |
| Comparative effectiveness of second-line targeted therapies for metastatic renal cell carcinoma: a systematic review and meta-analysis of real-world observational studies DY Heng, J Signorovitch, E Swallow, N Li, Y Zhong, P Qin, DY Zhuo, ... PloS one 9 (12), e114264, 2014 | 51 | 2014 |
| Optimal policy trees M Amram, J Dunn, YD Zhuo Machine Learning 111 (7), 2741-2768, 2022 | 33 | 2022 |
| Where do PhDs in English get jobs? An economist’s view of the English PhD market D Colander, D Zhuo Pedagogy: Critical Approaches to Teaching Literature, Language, Composition …, 2015 | 32 | 2015 |
| Comparing interpretability and explainability for feature selection J Dunn, L Mingardi, YD Zhuo arXiv preprint arXiv:2105.05328, 2021 | 21 | 2021 |
| Targeted workup after initial febrile urinary tract infection: using a novel machine learning model to identify children most likely to benefit from voiding cystourethrogram Advanced Analytics Group of Pediatric Urology and ORC Personalized Medicine ... The Journal of Urology 202 (1), 144-152, 2019 | 17 | 2019 |
| Interpretable predictive maintenance for hard drives M Amram, J Dunn, JJ Toledano, YD Zhuo Machine Learning with Applications 5, 100042, 2021 | 12 | 2021 |
| Round-trip voronoi diagrams and doubling density in geographic networks MT Dickerson, MT Goodrich, TD Dickerson, YD Zhuo Transactions on Computational Science XIV: Special Issue on Voronoi Diagrams …, 2011 | 11 | 2011 |
| A cost-analysis model for anticoagulant treatment in the hospital setting SH Mody, L Huynh, DY Zhuo, KN Tran, P Lefebvre, B Bookhart Journal of Medical Economics 17 (7), 492-498, 2014 | 6 | 2014 |
| Novel target discovery of existing therapies: Path to personalized cancer therapy D Bertsimas, YD Zhuo Informs Journal on Optimization 2 (1), 1-13, 2020 | 5 | 2020 |
| Detecting Racial Bias in Jury Selection J Dunn, YD Zhuo Operations Research Forum 3 (3), 38, 2022 | 1 | 2022 |
| Cost-Effectiveness Of Single Versus Multiple Tablet Regimens For Treatment Of HIV-1 Infection DE Sweet, DY Zhuo, AR Macalalad, J Signorovitch Value in Health 17 (3), A274, 2014 | 1 | 2014 |
| Use of artificial intelligence for nonlinear benchmarking of surgical care A Dorken-Gallastegi, M El Hechi, M Amram, L Naar, LR Maurer, A Gebran, ... Surgery 174 (6), 1302-1308, 2023 | | 2023 |
| New algorithms in machine learning with applications in personalized medicine YD Zhuo Massachusetts Institute of Technology, 2018 | | 2018 |
Dimitris BertsimasBoeing Professor of Operations Research, MITVerified email at mit.edu
