Enhanced particle swarm optimization for feature selection in SVM-based Alzheimer’s disease diagnosis

Abstract Alzheimer’s Disease (AD) is a progressive neurodegenerative disorder marked by neuronal loss, leading to cognitive and behavioral decline. With the aging global population, AD incidence and its socioeconomic burden are increasing. Developing effective early diagnostic methods is thus critic...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Qian Zhang, Jinhua Sheng, Rougang Zhou, Qiao Zhang, Binbing Wang, Rong Zhang
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Alzheimer’s disease Particle swarm optimization Support vector machine Feature selection Gray matter White matter
Online Access:	https://doi.org/10.1038/s41598-025-03270-7