Enhanced ROI guided deep learning model for Alzheimer’s detection using 3D MRI images

Enhanced ROI guided deep learning model for Alzheimer’s detection using 3D MRI images

Alzheimer’s disease is an incurable condition that predominantly affects the human brain, leading to the shrinkage of various brain regions and the disruption of neuronal connections. Current state-of-the-art methods for detecting Alzheimer’s disease using 3D MRI images are resource-intensive and ti...

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Bibliographic Details
Main Authors: Israt Jahan Khan, Md. Fahim Bin Amin, Md. Delwar Shahadat Deepu, Hazera Khatun Hira, Asif Mahmud, Anas Mashad Chowdhury, Salekul Islam, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Alzheimer’s disease
Regions of Interest (ROIs)
3D MRI
Transfer learning
ResNet 3D
Efficient computation
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914825000383
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