A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images

A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images

Diabetes mellitus (DM) is one of the most prevalent diseases in the world, and is correlated to a high index of mortality. One of its major complications is diabetic foot, leading to plantar ulcers, amputation, and death. Several studies report that a thermogram helps to detect changes in the planta...

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Bibliographic Details
Main Authors: Amith Khandakar, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md Ali, Serkan Kiranyaz, Tawsifur Rahman, Moajjem Hossain Chowdhury, Mohamed Arselene Ayari, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik, Anwarul Hasan
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
diabetic foot
thermogram
thermal change index
machine learning
deep learning
Online Access:https://www.mdpi.com/1424-8220/22/11/4249

Internet

https://www.mdpi.com/1424-8220/22/11/4249

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