Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN

Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN

Diabetic foot ulcers (DFUs) are especially problematic with their high rates of recurrence. Recognizing DFUs with infection and ischemia is vital for appropriate treatment and prevention of amputations. The proposed approach combines two convolutional neural networks (CNNs), fine-tuned through multi...

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Main Authors: Elineide Silva Dos Santos, Rodrigo de Melo Souza Veras, Francisco Das Chagas Torres Dos Santos, Marcia Ito, Andrea Gomes Campos Bianchi, Kelson Romulo Teixeira Aires, Joao Manuel R. S. Tavares
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
diabetic foot ulcer
image analysis
multilevel
Online Access:https://ieeexplore.ieee.org/document/11050395/
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https://ieeexplore.ieee.org/document/11050395/

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