Gradual Variation-Based Dual-Stream Deep Learning for Spatial Feature Enhancement With Dimensionality Reduction in Early Alzheimer’s Disease Detection

Gradual Variation-Based Dual-Stream Deep Learning for Spatial Feature Enhancement With Dimensionality Reduction in Early Alzheimer’s Disease Detection

Alzheimer’s disease (AD) is one of the most common neurological brain disorders, developing gradually and primarily causing the deterioration of brain function, leading to memory loss and behavioral changes. Early detection through computer-aided systems is crucial for effective intervent...

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Bibliographic Details
Main Authors: Najmul Hassan, Abu Saleh Musa Miah, Taro Suzuki, Jungpil Shin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Alzheimer’s disease
wavelet transform
dual stream deep learning
neurological disease
brain disease
MRI
Online Access:https://ieeexplore.ieee.org/document/10890952/
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