Predicting patient-reported outcomes following hip and knee replacement surgery using supervised machine learning

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作者
Manuel Huber
Christoph Kurz
Reiner Leidl
机构
[1] Institute for Health Economics and Health Care Management,German Research Center for Environmental Health
[2] Helmholtz Zentrum München,Munich Center of Health Sciences
[3] Ludwig-Maximilians-University,undefined
关键词
Patient-reported outcomes; Hip replacement; Knee replacement; Shared decision-making; Machine learning; Binary classification; Predictive performance; Variable importance; Boosting;
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