Machine learning in the prediction of massive transfusion in trauma: a retrospective analysis as a proof-of-concept.

Purpose: Early administration and protocolization of massive hemorrhage protocols (MHP) has been associated with decreases in mortality, multiorgan system failure, and number of blood products used. Various prediction tools have been developed for the initiation of MHP, but no single tool has demons...

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Bibliographic Details
Published in:European Journal of Trauma & Emergency Surgery Vol. 50; no. 3; pp. 1073 - 1082
Main Authors: Nikouline, Anton, Feng, Jinyue, Rudzicz, Frank, Nathens, Avery, Nolan, Brodie
Format: research tables/charts Journal Article
Published: Springer Nature Jun2024
Online Access:View this record in EBSCOhost