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Jul, 2023
DeepMediX:基于深度学习的资源高效医学诊断
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum
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Kishore Babu Nampalle, Pradeep Singh, Uppala Vivek Narayan, Balasubramanian Raman
TL;DR
DeepMediX是一种基于MobileNetV2架构的资源高效模型,通过联邦学习设计保护敏感患者数据隐私,在医学成像领域取得卓越的诊断能力,成为一种实时支持诊断的AI工具。
Abstract
In the rapidly evolving landscape of
medical imaging diagnostics
, achieving high accuracy while preserving computational efficiency remains a formidable challenge. This work presents \texttt{
deepmedix
}, a groundb
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