Explainable Artificial Intelligence of Multi-Level Stacking Ensemble for Detection of Alzheimer’s Disease Based on Particle Swarm Optimization and the Sub-Scores of Cognitive Biomarkers

Explainable Artificial Intelligence of Multi-Level Stacking Ensemble for Detection of Alzheimer’s Disease Based on Particle Swarm Optimization and the Sub-Scores of Cognitive Biomarkers

Alzheimer’s disease (AD) is a progressive neurological disorder characterized by memory loss and cognitive decline, affecting millions worldwide. Early detection is crucial for effective treatment, as it can slow disease progression and improve quality of life. Machine learning has shown...

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Bibliographic Details
Main Authors: Abdulaziz AlMohimeed, Redhwan M. A. Saad, Sherif Mostafa, Nora Mahmoud El-Rashidy, Sarah Farrag, Abdelkareem Gaballah, Mohamed Abd Elaziz, Shaker El-Sappagh, Hager Saleh
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
multi-level stacking machine learning
ensemble learning
sub scores of cognitive
Alzheimer’s disease
explainable artificial intelligence
Online Access:https://ieeexplore.ieee.org/document/10299625/

Internet

https://ieeexplore.ieee.org/document/10299625/

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