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WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval

The paper proposes a federated content-based medical image retrieval (FedCBMIR) tool that utilizes federated learning (FL) to address the challenges of acquiring a diverse medical data set for training CBMIR models. CBMIR is a tool to find the most similar cases in the data set to assist pathologist...

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Detalles Bibliográficos
Autores principales: Tabatabaei, Zahra, Wang, Yuandou, Colomer, Adrián, Oliver Moll, Javier, Zhao, Zhiming, Naranjo, Valery
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604333/
https://www.ncbi.nlm.nih.gov/pubmed/37892874
http://dx.doi.org/10.3390/bioengineering10101144