Ability of a Machine Learning Algorithm to Predict the Need for Perioperative Red Blood Cells Transfusion in Pelvic Fracture Patients: A Multicenter Cohort Study in China

Background: Predicting the perioperative requirement for red blood cells (RBCs) transfusion in patients with the pelvic fracture may be challenging. In this study, we constructed a perioperative RBCs transfusion predictive model (ternary classifications) based on a machine learning algorithm. Materi...

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Detalles Bibliográficos
Autores principales: Huang, Xueyuan, Wang, Yongjun, Chen, Bingyu, Huang, Yuanshuai, Wang, Xinhua, Chen, Linfeng, Gui, Rong, Ma, Xianjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8415266/
https://www.ncbi.nlm.nih.gov/pubmed/34485333
http://dx.doi.org/10.3389/fmed.2021.694733

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