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Predictive analysis of health-related quality of life trajectories in older patients with chronic pain based on explainable machine learning models

Abstract Background Health-related quality of life (HRQoL) is a vital indicator of evaluating care outcomes and prognosis, yet little is understood about its developmental trajectories in older patients with chronic pain. This study aimed to identify latent HRQoL trajectories and their predictors, a...

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Principais autores: Xiaoang Zhang, Weichen Liu, Yaqing Hu, Daying Zhang, Yuping Liao, Ziqi Wu, Meijuan Huang, Jianmei Wei
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2026-05-01
coleção:Health and Quality of Life Outcomes
Assuntos:
Quality of life
Elderly
Chronic pain
Machine learning
Prediction model
Acesso em linha:https://doi.org/10.1186/s12955-026-02543-7
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