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Predicting dry weight change in Hemodialysis patients using machine learning

BACKGROUND: Machine Learning has been increasingly used in the medical field, including managing patients undergoing hemodialysis. The random forest classifier is a Machine Learning method that can generate high accuracy and interpretability in the data analysis of various diseases. We attempted to...

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Detalles Bibliográficos
Autores principales: Inoue, Hiroko, Oya, Megumi, Aizawa, Masashi, Wagatsuma, Kyogo, Kamimae, Masatomo, Kashiwagi, Yusuke, Ishii, Masayoshi, Wakabayashi, Hanae, Fujii, Takayuki, Suzuki, Satoshi, Hattori, Noriyuki, Tatsumoto, Narihito, Kawakami, Eiryo, Asanuma, Katsuhiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10308746/
https://www.ncbi.nlm.nih.gov/pubmed/37386392
http://dx.doi.org/10.1186/s12882-023-03248-5