Classification of neurodegenerative diseases using brain effective connectivity and machine learning techniques: a systematic review

Classification of neurodegenerative diseases using brain effective connectivity and machine learning techniques: a systematic review

BackgroundEffective connectivity (EC) refers to the directional influences or causal relationships between brain regions. In the field of artificial intelligence, machine learning has demonstrated remarkable proficiency in image recognition and the complex dataset analysis. In recent years, machine...

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Bibliographic Details
Main Authors:	Ying-Fang Wang, Yuan Huang, Xiao-Yi Chang, Si-Ying Guo, Yu-Qi Chen, Ming-Zhu Wang, Kai-Le Liu, Fang-Fang Huang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-05-01
Series:	Frontiers in Neurology
Subjects:	Alzheimer’s disease brain effective connectivity classification model deep learning electroencephalogram functional magnetic resonance imaging
Online Access:	https://www.frontiersin.org/articles/10.3389/fneur.2025.1581105/full
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