An integrated deep learning model for early and multi-class diagnosis of Alzheimer’s disease from MRI scans

An integrated deep learning model for early and multi-class diagnosis of Alzheimer’s disease from MRI scans

Abstract Alzheimer’s disease (AD) is a progressive neurodegenerative disorder that severely affects memory, behavior, and cognitive function. Early and accurate diagnosis is crucial for effective intervention, yet detecting subtle changes in the early stages remains a challenge. In this study, we pr...

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Bibliographic Details
Main Authors: Emanuel Raju Vinukonda, B. N. Jagadesh
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Alzheimer’s disease (AD)
Improved DeepLabV3+
Feature selection
And enhanced resnext
Online Access:https://doi.org/10.1038/s41598-025-01845-y
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https://doi.org/10.1038/s41598-025-01845-y

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