Machine learning models to predict red blood cell transfusion in patients undergoing mitral valve surgery

BACKGROUND: Red blood cell (RBC) transfusion therapy has been widely used in surgery, and has yielded excellent treatment outcomes. However, in some instances, the demand for RBC transfusion is assessed by doctors based on their experience. In this study, we use machine learning models to predict th...

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Detalhes bibliográficos
Publicado no:Ann Transl Med
Main Authors: Liu, Shun, Zhou, Rong, Xia, Xing-Qiu, Ren, He, Wang, Le-Ye, Sang, Rui-Rui, Jiang, Mi, Yang, Chun-Chen, Liu, Huan, Wei, Lai, Rong, Rui-Ming
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2021
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8105834/
https://ncbi.nlm.nih.gov/pubmed/33987228
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm-20-7375
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