A Federated Learning Approach to Breast Cancer Prediction in a Collaborative Learning Framework

A Federated Learning Approach to Breast Cancer Prediction in a Collaborative Learning Framework

Breast cancer continues to pose a substantial worldwide public health concern, necessitating the use of sophisticated diagnostic methods to enable timely identification and management. The present research utilizes an iterative methodology for collaborative learning, using Deep Neural Networks (DNN)...

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Bibliographic Details
Main Authors: Maram Fahaad Almufareh, Noshina Tariq, Mamoona Humayun, Bushra Almas
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Healthcare
Subjects:
federated learning
breast cancer
prediction
collaborative learning
deep neural networks
Online Access:https://www.mdpi.com/2227-9032/11/24/3185

Internet

https://www.mdpi.com/2227-9032/11/24/3185

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