Federated Learning Approach for Breast Cancer Detection Based on DCNN

Federated Learning Approach for Breast Cancer Detection Based on DCNN

Breast cancer stands as one of the predominant health challenges globally, affecting millions of women every year and necessitating early and accurate detection to optimize patient outcomes. Currently, while deep convolutional neural networks (DCNNs) have shown promise in breast cancer detection, th...

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Bibliographic Details
Main Authors: Hussain AlSalman, Mabrook S. Al-Rakhami, Taha Alfakih, Mohammad Mehedi Hassan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Breast cancer detection
federated learning
deep convolutional neural networks
DCNN
medical image analysis
healthcare data privacy
Online Access:https://ieeexplore.ieee.org/document/10462116/

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