2023
DOI: 10.3390/healthcare11243185
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A Federated Learning Approach to Breast Cancer Prediction in a Collaborative Learning Framework

Maram Fahaad Almufareh,
Noshina Tariq,
Mamoona Humayun
et al.

Abstract: 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) to construct a breast cancer detection model with a high level of accuracy. By leveraging Federated Learning (FL), this collaborative framework effectively utilizes the combined knowledge and data assets of several… Show more

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Cited by 5 publications
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