Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble

Author:

Santos Elineide1,Santos Francisco1,Dallyson Joao2,Aires Kelson1,Tavares Joao Manuel R. S.3,Veras Rodrigo1

Affiliation:

1. Universidade Federal do Piauí,Departamento de Computação,Teresina,Brasil

2. Universidade Federal do Maranhão,Departamento de Informática,São Luís,Brasil

3. Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Universidade do Porto,Faculdade de Engenharia,Departamento de Engenharia Mecánica,Porto,Portugal

Funder

Fundação de Amparo à Pesquisa do Estado do Piauí (FAPEPI)

Universidade Federal do Piauí (UFPI)

Publisher

IEEE

Reference27 articles.

1. Convolutional nets versus vision transformers for diabetic foot ulcer classification;galdran;Lecture Notes in Computer Science,2021

2. Deep learning in diabetic foot ulcers detection: A comprehensive evaluation

3. Diabetic foot ulcer classification using mapped binary patterns and convolutional neural networks

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1. Spatial attention-based residual network for human burn identification and classification;Scientific Reports;2023-08-02

2. Diabetes Foot Ulcer Diagnosis using Fast Convolution Neural Network;2023 International Conference on Networking and Communications (ICNWC);2023-04-05

3. A Deep Learning Approach for Diabetic Foot Ulcer Classification and Recognition;Information;2023-01-06

4. DFU-SIAM a Novel Diabetic Foot Ulcer Classification With Deep Learning;IEEE Access;2023

5. Classification and Analysis of Diabetic Foot Ulcers: A Review;2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N);2022-12-16

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