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Federated Learning for Medical Image Analysis with Deep Neural Networks

Medical image analysis using deep neural networks (DNN) has demonstrated state-of-the-art performance in image classification and segmentation tasks, aiding disease diagnosis. The accuracy of the DNN is largely governed by the quality and quantity of the data used to train the model. However, for th...

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Detalles Bibliográficos
Autores principales: Nazir, Sajid, Kaleem, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10177193/
https://www.ncbi.nlm.nih.gov/pubmed/37174925
http://dx.doi.org/10.3390/diagnostics13091532