Table 1_A machine learning approach to predict postoperative sleep disturbance after total knee arthroplasty: a comparative study of multiple algorithms.docx

Table 1_A machine learning approach to predict postoperative sleep disturbance after total knee arthroplasty: a comparative study of multiple algorithms.docx

Background<p>Postoperative sleep disturbance (PSD) is a common complication following total knee arthroplasty (TKA), which negatively impacts patient recovery. Despite the critical need for early detection and management, there is limited research on predictive models for early PSD, particular...

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Main Author: Yi-xiang Zhang (22563236) (author)
Other Authors: Sen He (285817) (author), Tao Yang (184280) (author), Hao-liang Li (22563239) (author), Chun-lei Wu (22563242) (author), Lei Wang (6656) (author), Xiao-quan Wang (5659039) (author), Jun Liu (42548) (author)
Published: 2025
Subjects:
Foetal Development and Medicine
postoperative sleep disturbance
total knee arthroplasty
machine learning
predictive model
SHAP analysis
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