Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms

Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms

Alzheimer’s disease (AD) is a chronic, progressive neurodegenerative disorder that typically affects elderly individuals. Detecting Alzheimer’s using plasma proteins is a critical step toward improving treatment results for this disease. This study aims to use computational algorithms to explore th...

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Bibliographic Details
Main Authors: Zakaria Mokadem, Mohamed Djerioui, Bilal Attallah, Youcef Brik
Format: Article
Language:English
Published: IMS Vogosca 2025-02-01
Series:Science, Engineering and Technology
Subjects:
Alzheimer’s disease
ANOVA
blood biomarker
Feature selection
Machine learning
Plasma proteins
Online Access:https://www.setjournal.com/SET/article/view/189
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