Assessment of Machine Learning Methods to Predict Massive Blood Transfusion in Trauma

BACKGROUND: Accurately predicting which patients are most likely to benefit from massive transfusion protocol (MTP) activation may help patients while saving blood products and limiting cost. The purpose of this study is to explore the use of modern machine learning (ML) methods to develop and valid...

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Detalles Bibliográficos
Autores principales: Strickland, Matt, Nguyen, Anthony, Wu, Shinyi, Suen, Sze-Chuan, Mu, Yanda, Del Rio Cuervo, Juan, Shin, Brandon J., Kalakuntla, Tej, Ghafil, Cameron, Matsushima, Kazuhide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Original Scientific Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474168/
https://www.ncbi.nlm.nih.gov/pubmed/37389644
http://dx.doi.org/10.1007/s00268-023-07098-y

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