Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques

Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques

<div><p>Diabetes mellitus (DM) can lead to plantar ulcers, amputation and death. Plantar foot thermogram images acquired using an infrared camera have been shown to detect changes in temperature distribution associated with a higher risk of foot ulceration. Machine learning approaches ap...

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Bibliographic Details
Main Author: Amith Khandakar (14151981) (author)
Other Authors: Muhammad E. H. Chowdhury (14150526) (author), Mamun Bin Ibne Reaz (16875933) (author), Sawal Hamid Md Ali (18441105) (author), Tariq O. Abbas (11247771) (author), Tanvir Alam (638619) (author), Mohamed Arselene Ayari (16869978) (author), Zaid B. Mahbub (18441108) (author), Rumana Habib (16904892) (author), Tawsifur Rahman (14150523) (author), Anas M. Tahir (16870077) (author), Ahmad Ashrif A. Bakar (16904889) (author), Rayaz A. Malik (7372649) (author)
Published: 2022
Subjects:
Engineering
Biomedical engineering
Information and computing sciences
Machine learning
diabetic foot
thermogram
thermal change index
machine learning
deep learning
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