FL-Swarm MRCM: A Novel Federated Learning Framework for Cross-Site Medical Image Reconstruction
Magnetic Resonance Imaging (MRI) reconstruction is computationally heavy from under sampled data, and centralized data sharing within deep learning models was met with privacy concerns. We therefore propose FL-Swarm MRCM, a novel federated learning framework that integrates FedDyn dynamic regulariza...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI AG
2025-11-01
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| coleção: | Big Data and Cognitive Computing |
| Assuntos: | |
| Acesso em linha: | https://www.mdpi.com/2504-2289/9/11/295 |
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