Resting-State Electroencephalogram Depression Diagnosis Based on Traditional Machine Learning and Deep Learning: A Comparative Analysis

The global prevalence of Major Depressive Disorder (MDD) is increasing at an alarming rate, underscoring the urgent need for timely and accurate diagnoses to facilitate effective interventions and treatments. Electroencephalography remains a widely used neuroimaging technique in psychiatry, due to i...

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Autori principali:	Haijun Lin, Jing Fang, Junpeng Zhang, Xuhui Zhang, Weiying Piao, Yukun Liu
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2024-10-01
Serie:	Sensors
Soggetti:	resting-state electroencephalography major depressive disorder traditional machine learning deep learning artificial intelligence
Accesso online:	https://www.mdpi.com/1424-8220/24/21/6815
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