Frailty Evaluation Using Machine Learning Modeling for Preoperative Walking Ability in Cardiac Patients

Hirotada Masuda,Hidetsugu Asanoi,Shigeru Miyagawa,Kenta Masada,Ai Kawamura,Takuji Kawamura,Koichi Maeda,Satoshi Kainuma,Daisuke Yoshioka,Keiwa Kin,Kazuo Shimamura,Hiroki Hata,Yasushi Yoshikawa,Takayoshi Ueno,Koichi Toda,Toru Kuratani,Yoshiki Sawa

Circulation（2019）

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摘要

Background: Frailty, a strong predictor of postoperative mortality, has been evaluated using some validated charts. However, the subjective nature of these charts are insufficient for precise frail...

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