Bertsimas D - Search Results

1

Development of a Machine Learning-Based Prescriptive Tool to Address Racial Disparities in Access to Care After Penetrating Trauma.

Gebran A, Thakur SS, Maurer LR, Bandi H, Sinyard R, Dorken-Gallastegi A, Bokenkamp M, El Moheb M, Naar L, Vapsi A, Daye D, Velmahos GC, Bertsimas D, Kaafarani HMA. Gebran A, et al. Among authors: bertsimas d. JAMA Surg. 2023 Oct 1;158(10):1088-1095. doi: 10.1001/jamasurg.2023.2293. JAMA Surg. 2023. PMID: 37610746

2

A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave.

Bracher J, Wolffram D, Deuschel J, Görgen K, Ketterer JL, Ullrich A, Abbott S, Barbarossa MV, Bertsimas D, Bhatia S, Bodych M, Bosse NI, Burgard JP, Castro L, Fairchild G, Fuhrmann J, Funk S, Gogolewski K, Gu Q, Heyder S, Hotz T, Kheifetz Y, Kirsten H, Krueger T, Krymova E, Li ML, Meinke JH, Michaud IJ, Niedzielewski K, Ożański T, Rakowski F, Scholz M, Soni S, Srivastava A, Zieliński J, Zou D, Gneiting T, Schienle M; List of Contributors by Team. Bracher J, et al. Among authors: bertsimas d. Nat Commun. 2021 Aug 27;12(1):5173. doi: 10.1038/s41467-021-25207-0. Nat Commun. 2021. PMID: 34453047 Free PMC article.

3

Clinical benefit, toxicity and cost of metastatic breast cancer therapies: systematic review and meta-analysis.

Silberholz J, Bertsimas D, Vahdat L. Silberholz J, et al. Among authors: bertsimas d. Breast Cancer Res Treat. 2019 Aug;176(3):535-543. doi: 10.1007/s10549-019-05208-w. Epub 2019 May 14. Breast Cancer Res Treat. 2019. PMID: 31089928

4

Optimizing schools' start time and bus routes.

Bertsimas D, Delarue A, Martin S. Bertsimas D, et al. Proc Natl Acad Sci U S A. 2019 Mar 26;116(13):5943-5948. doi: 10.1073/pnas.1811462116. Epub 2019 Mar 12. Proc Natl Acad Sci U S A. 2019. PMID: 30862730 Free PMC article.

5

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 GC, Kaafarani HMA. Bertsimas D, et al. Ann Surg. 2018 Oct;268(4):574-583. doi: 10.1097/SLA.0000000000002956. Ann Surg. 2018. PMID: 30124479

6

Comparison of Machine Learning Optimal Classification Trees With the Pediatric Emergency Care Applied Research Network Head Trauma Decision Rules.

Bertsimas D, Dunn J, Steele DW, Trikalinos TA, Wang Y. Bertsimas D, et al. JAMA Pediatr. 2019 Jul 1;173(7):648-656. doi: 10.1001/jamapediatrics.2019.1068. JAMA Pediatr. 2019. PMID: 31081856 Free PMC article.

7

Validation of the Al-based Predictive OpTimal Trees in Emergency Surgery Risk (POTTER) Calculator in Patients 65 Years and Older.

Maurer LR, Chetlur P, Zhuo D, El Hechi M, Velmahos GC, Dunn J, Bertsimas D, Kaafarani HMA. Maurer LR, et al. Among authors: bertsimas d. Ann Surg. 2023 Jan 1;277(1):e8-e15. doi: 10.1097/SLA.0000000000004714. Epub 2020 Dec 23. Ann Surg. 2023. PMID: 33378309

8

Validation of the Artificial Intelligence-Based Predictive Optimal Trees in Emergency Surgery Risk (POTTER) Calculator in Emergency General Surgery and Emergency Laparotomy Patients.

El Hechi MW, Maurer LR, Levine J, Zhuo D, El Moheb M, Velmahos GC, Dunn J, Bertsimas D, Kaafarani HM. El Hechi MW, et al. Among authors: bertsimas d. J Am Coll Surg. 2021 Jun;232(6):912-919.e1. doi: 10.1016/j.jamcollsurg.2021.02.009. Epub 2021 Mar 8. J Am Coll Surg. 2021. PMID: 33705983

9

Trauma outcome predictor: An artificial intelligence interactive smartphone tool to predict outcomes in trauma patients.

Maurer LR, Bertsimas D, Bouardi HT, El Hechi M, El Moheb M, Giannoutsou K, Zhuo D, Dunn J, Velmahos GC, Kaafarani HMA. Maurer LR, et al. Among authors: bertsimas d. J Trauma Acute Care Surg. 2021 Jul 1;91(1):93-99. doi: 10.1097/TA.0000000000003158. J Trauma Acute Care Surg. 2021. PMID: 33755641

10

Validation of the artificial intelligence-based trauma outcomes predictor (TOP) in patients 65 years and older.

El Hechi M, Gebran A, Bouardi HT, Maurer LR, El Moheb M, Zhuo D, Dunn J, Bertsimas D, Velmahos GC, Kaafarani HMA. El Hechi M, et al. Among authors: bertsimas d. Surgery. 2022 Jun;171(6):1687-1694. doi: 10.1016/j.surg.2021.11.016. Epub 2021 Dec 23. Surgery. 2022. PMID: 34955288 Free PMC article.

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