Bertsimas, Dimitris

From Predictive to Prescriptive Analytics

Bertsimas, D., & Kallus, N. (2020) · Management Science

Supply Chain and Inventory ManagementBig Data and Business Intelligence

Cited by 784

From Predictive to Prescriptive Analytics

Bertsimas, D., & Kallus, N. (2014) · arXiv

Supply Chain and Inventory ManagementBig Data and Business Intelligence

Cited by 783

Integrated multimodal artificial intelligence framework for healthcare applications

Soenksen, L. R., Ma, Y., Zeng, C., Boussioux, L., Villalobos Carballo, K., Na, L., Wiberg, H. M., Li, M. L., Fuentes, I., & Bertsimas, D. (2022) · npj Digital Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 380

Surgical risk is not linear: derivation and validation of a novel, user-friendly, and machine-learning-based Predictive Optimal Trees in Emergency Surgery Risk (POTTER) calculator.

Bertsimas, D., Dunn, J., Velmahos, G. C., & Kaafarani, H. M. A. (2018) · Annals of Surgery

Cardiac, Anesthesia and Surgical OutcomesArtificial Intelligence in Healthcare

Cited by 321

Robust and Data-Driven Optimization: Modern Decision Making Under Uncertainty

Bertsimas, D., & Thiele, A. (2006) · Models, Methods, and Applications for Innovative Decision Making

Risk and Portfolio OptimizationAdvanced Optimization Algorithms Research

Cited by 280

Development and Validation of an Optimized Prediction of Mortality for Candidates Awaiting Liver Transplantation

Bertsimas, D., Kung, J., Trichakis, N., Wang, Y., Hirose, R., & Vagefi, P. A. (2019) · American Journal of Transplantation

Organ Transplantation Techniques and OutcomesLiver Disease and Transplantation

Cited by 141

Theory and applications of robust optimization

Bertsimas, D., Brown, D. B., & Caramanis, C. (2011) · SIAM Review

Risk and Portfolio OptimizationAdvanced Optimization Algorithms Research

Cited by 134

Predicting Inpatient Flow at a Major Hospital Using Interpretable Analytics

Bertsimas, D., Pauphilet, J., Stevens, J., & Tandon, M. (2022) · Manufacturing & Service Operations Management

Healthcare Operations and Scheduling OptimizationMachine Learning in Healthcare

Cited by 89

Optimizing schools’ start time and bus routes

Bertsimas, D., Delarue, A., & Martin, S. (2019) · Proceedings of the National Academy of Sciences

Vehicle Routing Optimization MethodsTransportation Planning and Optimization

Cited by 67

Prescriptive analytics for human resource planning in the professional services industry

Berk, L., Bertsimas, D., Weinstein, A. M., & Yan, J. (2019) · European Journal of Operational Research

AI and HR TechnologiesRisk and Portfolio Optimization

Cited by 59

Bootstrap Robust Prescriptive Analytics

Bertsimas, D., & Van Parys, B. (2017) · arXiv

Risk and Portfolio OptimizationSupply Chain and Inventory Management

Cited by 51

Finding Neurons in a Haystack: Case Studies with Sparse Probing

Gurnee, W., Nanda, N., Pauly, M., Harvey, K., Troitskii, D., & Bertsimas, D. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 15

Explainable vs. Interpretable Artificial Intelligence Frameworks in Oncology

Bertsimas, D., & Margonis, G. A. (2023) · Translational Cancer Research

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 8