To Predict the Length of Hospital Stay After Total Knee Arthroplasty in an Orthopedic Center in China: The Use of Machine Learning Algorithms

Frontiers in Surgery

Xisheng Weng¹  Chang Han²  Yuming Chong³  Jianghao Liu³  Xiran Chai³  Yijun Wu³ 

[1] Department of Orthopaedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China;Department of Orthopaedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China;Eight-Year MD Program, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China;Eight-Year MD Program, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China;

关键词: machine learning;    predictive model;    cross-validation;    hospital stay;    total knee arthroplasty;   

DOI  :  10.3389/fsurg.2021.606038

来源: Frontiers

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