Patient Outcome Predictions Improve Operations at Hartford HealthCare.

Kimberly Villalobos Carballo

Liangyuan Na Kimberly Villalobos Carballo Jean Pauphilet Ali Haddad-Sisakht Daniel Kombert Melissa Boisjoli-Langlois Andrew Castiglione Maram Khalifa Pooja Hebbal Barry Stein Dimitris Bertsimas Patient Outcome Predictions Improve Operations at Hartford HealthCare. 2026 224-242 56 INFORMS J. Appl. Anal. 3 https://doi.org/10.1287/inte.2024.0170 db/journals/interfaces/interfaces56.html#NaCPHKBCKHSB26 streams/journals/interfaces

Caio de Prospero Iglesias Kimberly Villalobos Carballo Dimitris Bertsimas Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization. 2026 2026 Trans. Mach. Learn. Res. https://openreview.net/forum?id=lFEsAF2I7C db/journals/tmlr/tmlr2026.html#IglesiasCB26 streams/journals/tmlr

Caio de Prospero Iglesias Kimberly Villalobos Carballo Dimitris Bertsimas Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization. 2025 September abs/2509.08194 CoRR https://doi.org/10.48550/arXiv.2509.08194 db/journals/corr/corr2509.html#abs-2509-08194 streams/journals/corr

Dimitris Bertsimas Yu Ma Kimberly Villalobos Carballo Gagan Singh Michal Laskowski Jeff Mather Daniel Kombert Howard Haronian Early Warning Index for Patient Deteriorations in Hospitals. 2025 December abs/2512.14683 CoRR https://doi.org/10.48550/arXiv.2512.14683 db/journals/corr/corr2512.html#abs-2512-14683 streams/journals/corr

Dimitris Bertsimas Kimberly Villalobos Carballo Léonard Boussioux Michael Lingzhi Li Alex Paskov Ivan S. Paskov Holistic deep learning. 159-183 2024 January 113 Mach. Learn. 1 https://doi.org/10.1007/s10994-023-06482-y db/journals/ml/ml113.html#BertsimasCBLPP24

Dimitris Bertsimas Kimberly Villalobos Carballo Multistage Stochastic Optimization via Kernels. 2023 abs/2303.06515 CoRR https://doi.org/10.48550/arXiv.2303.06515 db/journals/corr/corr2303.html#abs-2303-06515

Liangyuan Na Kimberly Villalobos Carballo Jean Pauphilet Ali Haddad-Sisakht Daniel Kombert Melissa Boisjoli-Langlois Andrew Castiglione Maram Khalifa Pooja Hebbal Barry Stein Dimitris Bertsimas Patient Outcome Predictions Improve Operations at a Large Hospital Network. 2023 abs/2305.15629 CoRR https://doi.org/10.48550/arXiv.2305.15629 db/journals/corr/corr2305.html#abs-2305-15629

Luis R. Soenksen Yu Ma Cynthia Zeng Léonard Boussioux Kimberly Villalobos Carballo Liangyuan Na Holly M. Wiberg Michael Lingzhi Li Ignacio Fuentes Dimitris Bertsimas Integrated multimodal artificial intelligence framework for healthcare applications. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00689-4 db/journals/npjdm/npjdm5.html#SoenksenMZBCNWL22

Luis R. Soenksen Yu Ma Cynthia Zeng Léonard D. J. Boussioux Kimberly Villalobos Carballo Liangyuan Na Holly M. Wiberg Michael Lingzhi Li Ignacio Fuentes Dimitris Bertsimas Integrated multimodal artificial intelligence framework for healthcare applications. 2022 abs/2202.12998 CoRR https://arxiv.org/abs/2202.12998 db/journals/corr/corr2202.html#abs-2202-12998

Dimitris Bertsimas Kimberly Villalobos Carballo Yu Ma Liangyuan Na Léonard Boussioux Cynthia Zeng Luis R. Soenksen Ignacio Fuentes TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures. 2022 abs/2206.10381 CoRR https://doi.org/10.48550/arXiv.2206.10381 db/journals/corr/corr2206.html#abs-2206-10381

Dimitris Bertsimas Léonard Boussioux Kimberly Villalobos Carballo Michael Lingzhi Li Alex Paskov Ivan S. Paskov Holistic Deep Learning. 2021 abs/2110.15829 CoRR https://arxiv.org/abs/2110.15829 db/journals/corr/corr2110.html#abs-2110-15829

Dimitris Bertsimas Xavier Boix Kimberly Villalobos Carballo Dick den Hertog A Robust Optimization Approach to Deep Learning. 2021 abs/2112.09279 CoRR https://arxiv.org/abs/2112.09279 db/journals/corr/corr2112.html#abs-2112-09279

Dimitris Bertsimas Melissa Boisjoli-Langlois Xavier Boix Léonard BoussiouxLéonard D. J. Boussioux Andrew Castiglione Ignacio Fuentes Ali Haddad-Sisakht Howard Haronian Pooja Hebbal Dick den Hertog Caio de Prospero Iglesias Maram Khalifa Daniel Kombert Michal Laskowski Michael Lingzhi Li Yu Ma Jeff Mather Liangyuan Na Alex Paskov Ivan S. Paskov Jean Pauphilet Gagan Singh Luis R. Soenksen Barry Stein Holly M. Wiberg Cynthia Zeng