Prediction model for psychological disorders in ankylosing spondylitis patients based on multi-label classification

Prediction model for psychological disorders in ankylosing spondylitis patients based on multi-label classification

ObjectiveThis study aims to develop a predictive model to assess the likelihood of psychological disorders in patients with ankylosing spondylitis (AS) and to explore the relationships between different factors and psychological disorders.MethodsPatients were randomly divided into training and test...

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Bibliographic Details
Main Authors: Kun Yang, Yifan Gong, Xiaohan Xu, Tiantian Sun, Xinning Qu, Xiaxiu He, Hongxiao Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Public Health
Subjects:
ankylosing spondylitis
psychological disorder
prediction model
multi-label classification
association rules
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1497955/full
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