Application of machine learning in predicting aggressive behaviors from hospitalized patients with schizophrenia

Application of machine learning in predicting aggressive behaviors from hospitalized patients with schizophrenia

ObjectiveTo establish a predictive model of aggressive behaviors from hospitalized patients with schizophrenia through applying multiple machine learning algorithms, to provide a reference for accurately predicting and preventing of the occurrence of aggressive behaviors.MethodsThe cluster sampling...

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Bibliographic Details
Main Authors: Nuo Cheng, Meihao Guo, Fang Yan, Zhengjun Guo, Jun Meng, Kui Ning, Yanping Zhang, Zitian Duan, Yong Han, Changhong Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Psychiatry
Subjects:
schizophrenia
predictive models
machine learning
aggressive behaviors
risk factors
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1016586/full

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