Available to mentor
Brian Denton is the Stephen M. Pollock Professor of Industrial and Operations Engineering (IOE) at the University of Michigan. His research interests are data-driven decision-making and optimization under uncertainty with applications to healthcare delivery, public health, scheduling, supply chain management, and other industrial systems. He has a cross-appointment in the School of Medicine. the Rogel Cancer Center, and Institute for Healthcare Policy and Innovation (IHPI) member at the University of Michigan. He was a visiting professor and fellow at Oxford University from September 1, 2023 to August 31, 2024. He served as department chair of IOE from 2018-2023. Before joining the University of Michigan, he worked at IBM, Mayo Clinic, and North Carolina State University. His honors and awards include the National Science Foundation Career Award, the INFORMS Daniel H. Wagner Prize, the Institute of Industrial Engineers Outstanding Publication Award, and the Canadian Operations Research Society Best Paper Award. He has served on editorial boards for Health Systems, IISE Transactions, Interfaces, Manufacturing & Service Operations Management, Medical Decision Making, Operations Research, Optimization in Engineering, and Production and Operations Management. He served as the founding Medical Decision-Making Department Editor for IISE Transactions on Healthcare Systems Engineering from 2008-2015. He has co-authored over 100 journal articles, conference proceedings, book chapters, and patents. He is an elected Fellow of INFORMS and IISE, past Chair of the INFORMS Health Applications Section, Secretary of INFORMS, and President of INFORMS.
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Ph.D.McMaster University, Hamilton
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Center MemberRogel Cancer Center
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Center MemberPrecision Health Initiative
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Center MemberInstitute for Healthcare Policy and Innovation
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Otero-Leon D, Lavieri M, Denton B, Sussman J, Hayward R. 2024 Jul 9; arXiv,PreprintWho Goes Next? Optimizing the Allocation of Adherence-Improving Interventions
DOI:10.48550/arxiv.2407.06898 -
Crivelli JJ, Oerline MK, Maalouf NM, Hsi RS, Krampe N, Smith KB, Best SL, Denton BT, Asplin JR, Shahinian VB, Hollingsworth JM. Journal of Urology, 2024 May; 211 (5S): e417Journal ArticleMP26-11 ADHERENCE TO POTASSIUM CITRATE AND CHANGES IN 24-HOUR URINE STONE RISK PARAMETERS
DOI:10.1097/01.ju.0001009408.66023.77.11 -
Crivelli JJ, Oerline MK, Hsi R, Smith K, Denton B, Asplin JR, Shahinian V, Hollingsworth JM. Journal of the American Society of Nephrology, 2023 Nov; 34 (11S): 807 - 807.Journal ArticleAdherence to Potassium Citrate and Changes in 24-Hour Urine Stone Risk Parameters
DOI:10.1681/asn.20233411s1807b -
Smith K, Crivelli J, Yan P, Hsi R, Shen S, Shahinian V, Hollingsworth J, Denton B. Journal of Urology, 2023 Apr; 209 (Supplement 4): e118Journal ArticleMP10-10 CAUSAL EFFECT ESTIMATION OF FOLLOW-UP 24-HOUR URINE TESTING ON ADHERENCE TO PREVENTIVE PHARMACOLOGIC THERAPY
DOI:10.1097/ju.0000000000003225.10 -
Li W, Denton BT, Morgan TM. European Journal of Operational Research, 2023 Feb 16; 305 (1): 386 - 399.Journal ArticleOptimizing active surveillance for prostate cancer using partially observable Markov decision processes
DOI:10.1016/j.ejor.2022.05.043 -
T. Denton B. IISE Transactions, 2023 Jan 1; 55 (1): 94 - 105.Journal ArticleFrontiers of medical decision-making in the modern age of data analytics
DOI:10.1080/24725854.2022.2092918 -
Ötles E, Denton BT, Wiens J. Proceedings of Machine Learning Research, 2023 Jan 1; 219: 529 - 547.Proceeding / Abstract / PosterUpdating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance
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Ötleş E, Seymour J, Wang H, Denton BT. J Am Med Inform Assoc, 2022 Oct 7; 29 (11): 1931 - 1940.Journal ArticleDynamic prediction of work status for workers with occupational injuries: assessing the value of longitudinal observations.
DOI:10.1093/jamia/ocac130 PMID: 36036358