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Article

1 Citations

1,157 Views

20 Pages

Fuzzy Optimized Attention Network with Multi-Instance Deep Learning (FOAN-MIDL) for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging (sMRI)

Afnan M. Alhassan and
Nouf I. Altmami

Diagnostics2025, 15(12), 1516;https://doi.org/10.3390/diagnostics15121516

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14 June 2025

Background/Objectives: Alzheimer’s disease (AD) is the leading cause of dementia and is characterized by progressive neurodegeneration, resulting in cognitive impairment and structural brain changes. Although no curative treatment exists, pharm...

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Article

19 Citations

3,062 Views

14 Pages

Enhanced Fuzzy Elephant Herding Optimization-Based OTSU Segmentation and Deep Learning for Alzheimer’s Disease Diagnosis

Afnan M. Alhassan,
The Alzheimer’s Disease Neuroimaging Initiative and
The Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing

Mathematics2022, 10(8), 1259;https://doi.org/10.3390/math10081259

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11 April 2022

Several neurological illnesses and diseased sites have been studied, along with the anatomical framework of the brain, using structural MRI (sMRI). It is critical to diagnose Alzheimer’s disease (AD) patients in a timely manner to implement pre...

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