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FedViTBloc: Secure and privacy-enhanced medical image analysis with federated vision transformer and blockchain

The increasing prevalence of cancer necessitates advanced methodologies for early detection and diagnosis. Early intervention is crucial for improving patient outcomes and reducing the overall burden on healthcare systems. Traditional centralized methods of medical image analysis pose significant ri...

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Principais autores: Gabriel Chukwunonso Amaizu, Akshita Maradapu Vera Venkata Sai, Sanjay Bhardwaj, Dong-Seong Kim, Madhuri Siddula, Yingshu Li
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2025-09-01
Serier:High-Confidence Computing
Fag:
AI
Blockchain
Decentralized
Federated Learning
Medical images
Machine Learning
Online adgang:http://www.sciencedirect.com/science/article/pii/S2667295225000066
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