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

OBJECTIVE: To 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. METHODS: The cluster samp...

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Detalles Bibliográficos
Autores principales: Cheng, Nuo, Guo, Meihao, Yan, Fang, Guo, Zhengjun, Meng, Jun, Ning, Kui, Zhang, Yanping, Duan, Zitian, Han, Yong, Wang, Changhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067917/
https://www.ncbi.nlm.nih.gov/pubmed/37020730
http://dx.doi.org/10.3389/fpsyt.2023.1016586