Effective Alzheimer’s disease detection using enhanced Xception blending with snapshot ensemble

Effective Alzheimer’s disease detection using enhanced Xception blending with snapshot ensemble

Abstract Alzheimer’s disease (AD), a prevalent neurodegenerative disorder, leads to progressive dementia, which impairs decision-making, problem-solving, and communication. While there is no cure, early detection can facilitate treatments to slow its progression. Deep learning (DL) significantly enh...

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Bibliographic Details
Main Authors: Chandrakanta Mahanty, T. Rajesh, Nikhil Govil, N. Venkateswarulu, Sanjay Kumar, Ayodele Lasisi, Saiful Islam, Wahaj Ahmad Khan
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Alzheimer’s disease
Deep learning
Brain MRI
Xception
Ensemble learning
Blending
Online Access:https://doi.org/10.1038/s41598-024-80548-2

Internet

https://doi.org/10.1038/s41598-024-80548-2

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