Sch-net: a deep learning architecture for automatic detection of schizophrenia

Sch-net: a deep learning architecture for automatic detection of schizophrenia

Abstract Background Schizophrenia is a chronic and severe mental disease, which largely influences the daily life and work of patients. Clinically, schizophrenia with negative symptoms is usually misdiagnosed. The diagnosis is also dependent on the experience of clinicians. It is urgent to develop a...

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Bibliographic Details
Main Authors: Jia Fu, Sen Yang, Fei He, Ling He, Yuanyuan Li, Jing Zhang, Xi Xiong
Format: Article
Language:English
Published: BMC 2021-08-01
Series:BioMedical Engineering OnLine
Subjects:
Schizophrenia
Deep learning
Skip connection
Attention mechanism
Pathological speech detection
Online Access:https://doi.org/10.1186/s12938-021-00915-2

Internet

https://doi.org/10.1186/s12938-021-00915-2

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