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Machine Learning-Based Diagnostic Model for Preoperative Anxiety in Elderly Patients with Hip Fractures and SHAP Analysis

2026-07-15

Abstract excerpt

<title>Abstract</title> <p> <bold>Aims</bold> Preoperative anxiety significantly affects the treatment prognosis of elderly patients with hip fractures. Nevertheless, owing to a combination of factors — such as patients' low educational attainment and trauma-related pain — the diagnosis and screening of this anxiety state frequently encounter considerable challenges.This study aims to develop a diagnostic model...

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Literature Corpus work
b512ccbc-6fb8-5604-b9ce-4c3201ba815b
DOI
10.21203/rs.3.rs-10264091/v1
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Machine Learning-Based Diagnostic Model for Preoperative Anxiety in Elderly Patients with Hip Fractures and SHAP AnalysisDOI 10.21203/rs.3.rs-10264091/v1
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