A collaborative inference strategy for medical image diagnosis in mobile edge computing environment

The popularity and convenience of mobile medical image analysis and diagnosis in mobile edge computing (MEC) environments have greatly improved the efficiency and quality of healthcare services, necessitating the use of deep neural networks (DNNs) for image analysis. However, DNNs face performance a...

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Detalhes bibliográficos

Principais autores:	Shiqian Zhang, Yong Cui, Dandan Xu, Yusong Lin
Formato:	Artigo
Idioma:	Inglês
Publicado em:	PeerJ Inc. 2025-03-01
coleção:	PeerJ Computer Science
Assuntos:	Mobile edge computing Medical imaging Collaborative inference Feature compression Reinforcement learning
Acesso em linha:	https://peerj.com/articles/cs-2708.pdf
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