A Federated Learning Approach to Tumor Detection in Colon Histology Images.
Federated learning (FL), a relatively new area of research in medical image analysis, enables collaborative learning of a federated deep learning model without sharing the data of participating clients. In this paper, we propose FedDropoutAvg, a new federated learning approach for detection of tumor...
| Publicado en: | Journal of Medical Systems Vol. 47; no. 1; pp. 1 - 16 |
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| Autores principales: | , , , |
| Formato: | algorithm equations & formulas pictorial research tables/charts Journal Article |
| Publicado: |
Springer Nature
9/16/2023
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| Acceso en línea: | Ver este registro en EBSCOhost |