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Dynamic impact of transfusion ratios on outcomes in severely injured patients: Targeted machine learning analysis of the Pragmatic, Randomized Optimal Platelet and Plasma Ratios randomized clinical trial.
Nguyen M, Pirracchio R, Kornblith LZ, Callcut R, Fox EE, Wade CE, Schreiber M, Holcomb JB, Coyle J, Cohen M, Hubbard A. Nguyen M, et al. Among authors: pirracchio r. J Trauma Acute Care Surg. 2020 Sep;89(3):505-513. doi: 10.1097/TA.0000000000002819. J Trauma Acute Care Surg. 2020. PMID: 32520897 Free PMC article. Clinical Trial.
Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries.
Pirracchio R, Yue JK, Manley GT, van der Laan MJ, Hubbard AE; TRACK-TBI Investigators including Wayne A Gordon, Hester F Lingsma, Andrew IR Maas, Pratik Mukherjee, David O Okonkwo, David M Schnyer, Alex B Valadka and Esther L Yuh. Pirracchio R, et al. Stat Methods Med Res. 2018 Jan;27(1):286-297. doi: 10.1177/0962280215627335. Epub 2016 Jun 29. Stat Methods Med Res. 2018. PMID: 27363429 Free PMC article.
Effect of fibrinogen concentrate administration on early mortality in traumatic hemorrhagic shock: A propensity score analysis.
Hamada SR, Pirracchio R, Beauchesne J, Benlaldj MN, Meaudre E, Leone M, Pottecher J, Abback PS, Gauss T, Boutonnet M, Cook F, Garrigue D, Lesache F, Julie J, Rouquette A, Duranteau J. Hamada SR, et al. Among authors: pirracchio r. J Trauma Acute Care Surg. 2020 May;88(5):661-670. doi: 10.1097/TA.0000000000002624. J Trauma Acute Care Surg. 2020. PMID: 32068718
Clinical decision support for severe trauma patients: Machine learning based definition of a bundle of care for hemorrhagic shock and traumatic brain injury.
Lang E, Neuschwander A, Favé G, Abback PS, Esnault P, Geeraerts T, Harrois A, Hanouz JL, Kipnis E, Leone M, Legros V, Mellati N, Pottecher J, Hamada S, Pirracchio R; for Traumabase Group. Lang E, et al. Among authors: pirracchio r. J Trauma Acute Care Surg. 2022 Jan 1;92(1):135-143. doi: 10.1097/TA.0000000000003401. J Trauma Acute Care Surg. 2022. PMID: 34554136
Expert-augmented machine learning.
Gennatas ED, Friedman JH, Ungar LH, Pirracchio R, Eaton E, Reichmann LG, Interian Y, Luna JM, Simone CB 2nd, Auerbach A, Delgado E, van der Laan MJ, Solberg TD, Valdes G. Gennatas ED, et al. Among authors: pirracchio r. Proc Natl Acad Sci U S A. 2020 Mar 3;117(9):4571-4577. doi: 10.1073/pnas.1906831117. Epub 2020 Feb 18. Proc Natl Acad Sci U S A. 2020. PMID: 32071251 Free PMC article.
184 results