A lightweight deep learning approach for COVID-19 detection using X-ray images with edge federation.
Digital health(2023)
摘要
Existing studies predominantly concentrate on either privacy and accuracy or load balancing and energy optimization, with limited emphasis on training time. The proposed approach offers a comprehensive performance-centric solution that simultaneously addresses privacy, load balancing, and energy optimization while reducing training time, providing a more holistic and balanced solution for optimal system performance.
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关键词
lightweight deep learning approach,deep learning,detection,x-ray
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