Article

Modeling the Brain as a Shannon Information Source for fMRI-Based Network Analysis in Early Alzheimer’s Disease Diagnosis

2026-04-23

Abstract excerpt

Alzheimer’s disease (AD) is an irreversible neurodegenerative disorder that gradually impairs memory, cognition, and behavior, making early diagnosis essential for slowing disease progression and improving patients’ quality of life. Functional Magnetic Resonance Imaging (fMRI) provides a noninvasive tool to study brain activity, yet many existing diagnostic models rely on black-box architectures that lack interpre...

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Literature Corpus work: 75add5b6-8166-58b3-82e8-f85dc966eb45
DOI: 10.64898/2026.04.21.719889

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