A transfer learning approach for multiclass classification of Alzheimer's disease using MRI images

A transfer learning approach for multiclass classification of Alzheimer's disease using MRI images

Alzheimer's is an acute degenerative disease affecting the elderly population all over the world. The detection of disease at an early stage in the absence of a large-scale annotated dataset is crucial to the clinical treatment for the prevention and early detection of Alzheimer's disease...

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Bibliographic Details
Main Authors: Rizwan Khan, Saeed Akbar, Atif Mehmood, Farah Shahid, Khushboo Munir, Naveed Ilyas, M. Asif, Zhonglong Zheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroscience
Subjects:
Alzheimer's disease
multiclass classification
deep learning
MRI
early diagnosis of AD
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1050777/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1050777/full

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