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DFU-VGG, a Novel and Improved VGG-19 Network for Diabetic Foot Ulcer Classifica...
Santos, F; Santos, E; Vogado, LH; Ito, M; Bianchi, A; João Manuel R. S. Tavares; Veras, RA complication caused by diabetes mellitus is the appearance of lesions in the foot region called Diabetic Foot Ulcers (DFU). Delayed treatment can lead to infection or ulcer ischemia, leading to lower limb amputation in an advanced stage. This article proposes the DFU-VGG, a convolutional neural network (CNN) inspired by convolutional blocks of VGG-19 but with smaller dense layers and batch normalizations oper...
Date: 2022
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Origin: Repositório Aberto da Universidade do Porto