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

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
Main Authors: Qian Zhang, Jinhua Sheng, Rougang Zhou, Qiao Zhang, Binbing Wang, Rong Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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
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