Enhancing Alzheimer’s disease classification through split federated learning and GANs for imbalanced datasets

In the rapidly evolving healthcare sector, using advanced technologies to improve medical classification systems has become crucial for enhancing patient care, diagnosis, and treatment planning. There are two main challenges faced in this domain (i) imbalanced distribution of medical data, leading t...

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Bibliographic Details
Main Authors: G Narayanee Nimeshika, Subitha D
Format: Article
Language:English
Published: PeerJ Inc. 2024-11-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2459.pdf
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