Leveraging deep neural network and language models for predicting long-term hospitalization risk in schizophrenia

Leveraging deep neural network and language models for predicting long-term hospitalization risk in schizophrenia

Abstract Early warning of long-term hospitalization in schizophrenia (SCZ) patients at the time of admission is crucial for effective resource allocation and individual treatment planning. In this study, we developed a deep learning model that integrates demographic, behavioral, and blood test data...

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Bibliographic Details
Main Authors: Yihang Bao, Wanying Wang, Zhe Liu, Weidi Wang, Xue Zhao, Shunying Yu, Guan Ning Lin
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Schizophrenia
Online Access:https://doi.org/10.1038/s41537-025-00585-2
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