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Construction and Validation of a Machine Learning-Based Nomogram Model for Predicting Pneumonia Risk in Patients with Catatonia: a Retrospective Observational Study

Yi-Chao Wang, Qian He, Yue-Jing Wu,Li Zhang, Sha Wu, Xiao-Jia Fang, Shao-Shen Jia, Fu-Gang Luo

Frontiers in psychiatry(2025)

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Key words
catatonia,pneumonia,clinical prediction model,machine learning,nomogram
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