Bertsimas D - Search Results

1

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.

2

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

3

Applied Informatics Decision Support Tool for Mortality Predictions in Patients With Cancer.

Bertsimas D, Dunn J, Pawlowski C, Silberholz J, Weinstein A, Zhuo YD, Chen E, Elfiky AA. Bertsimas D, et al. JCO Clin Cancer Inform. 2018 Dec;2:1-11. doi: 10.1200/CCI.18.00003. JCO Clin Cancer Inform. 2018. PMID: 30652575 Free PMC article.

4

Prediction of cervical spine injury in young pediatric patients: an optimal trees artificial intelligence approach.

Bertsimas D, Masiakos PT, Mylonas KS, Wiberg H. Bertsimas D, et al. J Pediatr Surg. 2019 Nov;54(11):2353-2357. doi: 10.1016/j.jpedsurg.2019.03.007. Epub 2019 Mar 18. J Pediatr Surg. 2019. PMID: 30928154

5

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.

6

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

7

From predictions to prescriptions: A data-driven response to COVID-19.

Bertsimas D, Boussioux L, Cory-Wright R, Delarue A, Digalakis V, Jacquillat A, Kitane DL, Lukin G, Li M, Mingardi L, Nohadani O, Orfanoudaki A, Papalexopoulos T, Paskov I, Pauphilet J, Lami OS, Stellato B, Bouardi HT, Carballo KV, Wiberg H, Zeng C. Bertsimas D, et al. Health Care Manag Sci. 2021 Jun;24(2):253-272. doi: 10.1007/s10729-020-09542-0. Epub 2021 Feb 15. Health Care Manag Sci. 2021. PMID: 33590417 Free PMC article.

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

Adverse Outcomes Prediction for Congenital Heart Surgery: A Machine Learning Approach.

Bertsimas D, Zhuo D, Dunn J, Levine J, Zuccarelli E, Smyrnakis N, Tobota Z, Maruszewski B, Fragata J, Sarris GE. Bertsimas D, et al. World J Pediatr Congenit Heart Surg. 2021 Jul;12(4):453-460. doi: 10.1177/21501351211007106. Epub 2021 Apr 28. World J Pediatr Congenit Heart Surg. 2021. PMID: 33908836

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