AI-Driven Neuro-Monitoring: Advancing Schizophrenia Detection and Management Through Deep Learning and EEG Analysis

AI-Driven Neuro-Monitoring: Advancing Schizophrenia Detection and Management Through Deep Learning and EEG Analysis

Schizophrenia is a complex neuropsychiatric disorder characterized by disruptions in brain connectivity and cognitive functioning. Continuous monitoring of neural activity is essential, as it allows for the detection of subtle changes in brain connectivity patterns, which could provide early warning...

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Bibliographic Details
Main Authors: Elena-Anca Paraschiv, Lidia Băjenaru, Cristian Petrache, Ovidiu Bica, Dragoș-Nicolae Nicolau
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Future Internet
Subjects:
schizophrenia
EEG
deep learning
CNN-BiLSTM
transfer entropy
mental health monitoring
Online Access:https://www.mdpi.com/1999-5903/16/11/424
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