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

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 applied to such infrar...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Amith Khandakar, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md Ali, Tariq O. Abbas, Tanvir Alam, Mohamed Arselene Ayari, Zaid B. Mahbub, Rumana Habib, Tawsifur Rahman, Anas M. Tahir, Ahmad Ashrif A. Bakar, Rayaz A. Malik
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2022-02-01
Serier:	Sensors
Fag:	diabetic foot thermogram thermal change index machine learning deep learning
Online adgang:	https://www.mdpi.com/1424-8220/22/5/1793
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!