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Explainable machine learning model to predict refeeding hypophosphatemia

Authors
 Choi, Tae Yang  ;  Chang, Min-Yung  ;  Heo, Sungtaik  ;  Jang, Ji Young 
Citation
 Clinical Nutrition ESPEN, Vol.45 : 213-219, 2021-10 
Journal Title
CLINICAL NUTRITION ESPEN
Issue Date
2021-10
MeSH
Aged ; Humans ; Hypophosphatemia* / diagnosis ; Intensive Care Units ; Machine Learning ; Refeeding Syndrome* / diagnosis ; Retrospective Studies
Keywords
Refeeding syndrome ; Machine learning ; SHAP (Shapley additive explanations) ; Refeeding hypophosphatemia ; Extreme gradient boosting (XGBoost)
Full Text
https://www.sciencedirect.com/science/article/pii/S2405457721003107?via%3Dihub
DOI
10.1016/j.clnesp.2021.08.022
Appears in Collections:
7. Others (기타) > Others (기타) > 1. Journal Papers
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/212849
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