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D

Dimitris Bertsimas

massachusetts institute of technology

93H-index
622Paper Count
4.3WCitation Count
Published Papers 111
Publication Date
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Identifying subsets of patients with retroperitoneal sarcoma who benefit from radiotherapy: an Interpretable AI reanalysis of the STRASS randomised trial
errLancet Digital Health
IF24.1
err2026-07-27
err0
errOAAI
errDimitris Bertsimas; Georgios Antonios Margonis; Angelos Koulouras; Martin Kreis; Felix Balzer; Murray F Brennan; Sylvie Bonvalot; Samuel Singer
errShare
errSave
Predictive Low Rank Matrix Learning Under Partial Observations: Mixed-Projection ADMM
errMachine Learning
IF2.9
err2026-05-21
err0
PREAI
errDimitris Bertsimas; Nicholas A. G. Johnson
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errSave
Optimal Control of Fluid Restless Multi-armed Bandits: A Machine Learning Approach
errMachine Learning
IF2.9
err2026-03-10
err0
PREAI
errDimitris Bertsimas; Cheol Woo Kim; José Niño-Mora
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errSave
Holistic AI in medicine; improved performance and explainability
errnpj Digital Medicine
IF15.1
err2026-01-06
err0
errOAAI
errPeriklis Petridis; Georgios Margaritis; Vasiliki Stoumpou; Dimitris Bertsimas
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errSave
Patient Outcome Predictions Improve Operations at Hartford HealthCare
errINFORMS Journal on Applied Analytics
IF1.8
err2025-12-01
err0
PREAI
errNa, Liangyuan; Carballo, Kimberly Villalobos; Pauphilet, Jean; Haddad-Sisakht, Ali; Kombert, Daniel; Boisjoli-Langlois, Melissa; Castiglione, Andrew; Khalifa, Maram; Hebbal, Pooja; Stein, Barry; Bertsimas, Dimitris
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Can Artificial Intelligence Improve the Appropriate Use and Decrease the Misuse of REBOA?
errBioengineering 2025, Vol. 12, Page 1025
IF3.7
err2025-09-27
err0
errOAAI
errMary Bokenkamp; Yu Ma; Ander Dorken-Gallastegi; Jefferson A. Proaño-Zamudio; Anthony Gebran; George C. Velmahos; Dimitris Bertsimas; Haytham M. A. Kaafarani
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errSave
Can artificial intelligence deliver on the promise of precision medicine?
errHEPATOBILIARY SURGERY AND NUTRITION
IF7.8
err2025-09-01
err0
PREAI
errBertsimas, Dimitris; Lin, Chen; Singer, Samuel; Margonis, Georgios Antonios
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errSave
An artificial intelligence interpretable tool to predict risk of deep vein thrombosis after endovenous thermal ablation
errvascular surgery venous and lymphatic disorders
IF0
err2025-04-30
err0
errOAAI
errAzadeh Tabari; Yu Ma; Jesus Alfonso; Anthony Gebran; Haytham Kaafarani; Dimitris Bertsimas; Dania Daye
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errSave
Using Interpretable Artificial Intelligence Algorithms in the Management of Blunt Splenic Trauma: Applications of Optimal Policy Trees as a Treatment Prescription Aid to Improve Patient Mortality
errBIOENGINEERING-BASEL
IF3.7
err2025-03-24
err0
errOAAI
errPanossian, Vahe S.; Ma, Yu; Song, Bolin; Proano-Zamudio, Jefferson A.; van Zon, Veerle P. C.; Nzenwa, Ikemsinachi C.; Tabari, Azadeh; Velmahos, George C.; Kaafarani, Haytham M. A.; Bertsimas, Dimitris; Daye, Dania
errShare
errSave
Adaptive optimization for prediction with missing data
errMACHINE LEARNING
IF2.9
err2025-03-24
err0
errOAAI
errBertsimas, Dimitris; Delarue, Arthur; Pauphilet, Jean
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errSave
Marginal Pricing in Adaptive Robust Unit Commitment Under Load and Capacity Uncertainty
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2025-01-01
err0
PREAI
errBertsimas, Dimitris; Koulouras, Angelos Georgios
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errSave
The ROAD to precision medicine
errNPJ DIGITAL MEDICINE
IF15.1
err2024-11-03
err0
errOAAI
errBertsimas, Dimitris; Koulouras, Angelos Georgios; Margonis, Georgios Antonios
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errSave
A machine learning approach to two-stage adaptive robust optimization
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-11-01
err2
errOAAI
errBertsimas, Dimitris; Kim, Cheol Woo
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errSave
Compressed sensing: a discrete optimization approach
errMACHINE LEARNING
IF2.9
err2024-07-11
err1
errOAAI
errBertsimas, Dimitris; Johnson, Nicholas A. G.
errShare
errSave
Congenital Heart Surgery Machine Learning-Derived In-Depth Benchmarking Tool
errANNALS OF THORACIC SURGERY
IF3.9
err2024-07-01
err4
PREAI
errSarris, George E.; Zhuo, Daisy; Mingardi, Luca; Dunn, Jack; Levine, Jordan; Tobota, Zdzislaw; Maruszewski, Bohdan; Fragata, Jose; Bertsimas, Dimitris
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errSave
Robust linear algebra
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-05-01
err0
PREAI
errBertsimas, Dimitris; Koukouvinos, Thodoris
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errSave
Decarbonizing OCP
errM&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT
IF4.2
err2023-12-28
err1
PREAI
errBertsimas, Dimitris; Cory-Wright, Ryan; Digalakis, Vassilis
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errSave
Holistic deep learning
errMACHINE LEARNING
IF2.9
err2023-12-07
err2
errOAAI
errBertsimas, Dimitris; Carballo, Kimberly Villalobos; Boussioux, Leonard; Li, Michael Lingzhi; Paskov, Alex; Paskov, Ivan
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errSave
Use of artificial intelligence for nonlinear benchmarking of surgical care
errSURGERY
IF2.7
err2023-12-01
err0
PREAI
errDorken-Gallastegi, Ander; El Hechi, Majed; Amram, Maxime; Naar, Leon; Maurer, Lydia R.; Gebran, Anthony; Dunn, Jack; Zhuo, Ying Daisy; Levine, Jordan; Bertsimas, Dimitris; Kaafarani, Haytham M. A.
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errSave
Pediatric Cervical Spine Injury Following Blunt Trauma in Children Younger Than 3 Years The PEDSPINE II Study
errJAMA SURGERY
IF14.9
err2023-11-01
err8
errOAAI
errLuckhurst, Casey M.; Wiberg, Holly M.; Brown, Rebeccah L.; Bruch, Steven W.; Chandler, Nicole M.; Danielson, Paul D.; Draus, John M.; Fallat, Mary E.; Gaines, Barbara A.; Haynes, Jeffrey H.; Inaba, Kenji; Islam, Saleem; Kaminski, Stephen S.; Kang, Hae Sung; Madabhushi, Vashisht V.; Murray, Jason; Nance, Michael L.; Qureshi, Faisal G.; Rubsam, Jeanne; Stylianos, Steven; Bertsimas, Dimitris J.; Masiakos, Peter T.
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Research Directions

No research directions
Co-authors
Cooperation Journals
S
Simon I Hay
H-index: 231 · Papers: 899
S
Stephen V. Faraone
H-index: 197 · Papers: 1.9K
M
Murray F. Brennan
H-index: 172 · Papers: 1.2K
C
Cristina R. Antonescu
H-index: 142 · Papers: 1.2K
S
Samuel Singer
H-index: 137 · Papers: 892
View more