A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer's Disease Stages Using Resting-State fMRI and Residual Neural Networks.

Alzheimer's disease (AD) is an incurable neurodegenerative disorder accounting for 70%–80% dementia cases worldwide. Although, research on AD has increased in recent years, however, the complexity associated with brain structure and functions makes the early diagnosis of this disease a challenging t...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 44; no. 2; pp. 1 - 17
Main Authors:	Ramzan, Farheen, Khan, Muhammad Usman Ghani, Rehmat, Asim, Iqbal, Sajid, Saba, Tanzila, Rehman, Amjad, Mehmood, Zahid
Format:	diagnostic images equations & formulas pictorial research tables/charts Journal Article
Published:	Springer Nature Feb2020
Online Access:	View this record in EBSCOhost