Machine learning in the prevention, diagnosis and management of diabetic foot ulcers: A systematic review

J Tulloch, R Zamani, M Akrami - IEEE Access, 2020 - ieeexplore.ieee.org
Diabetic foot ulcers (DFUs) are a serious complication for people with diabetes. They result
in increased morbidity and pressures on health system resources. Developments in …

[HTML][HTML] A machine learning model for early detection of diabetic foot using thermogram images

A Khandakar, MEH Chowdhury, MBI Reaz… - Computers in biology …, 2021 - Elsevier
Diabetes foot ulceration (DFU) and amputation are a cause of significant morbidity. The
prevention of DFU may be achieved by the identification of patients at risk of DFU and the …

Diabetic foot ulcer identification: a review

SK Das, P Roy, P Singh, M Diwakar, V Singh, A Maurya… - Diagnostics, 2023 - mdpi.com
Diabetes is a chronic condition caused by an uncontrolled blood sugar levels in the human
body. Its early diagnosis may prevent severe complications such as diabetic foot ulcers …

Deep learning classification for diabetic foot thermograms

I Cruz-Vega, D Hernandez-Contreras… - Sensors, 2020 - mdpi.com
According to the World Health Organization (WHO), Diabetes Mellitus (DM) is one of the
most prevalent diseases in the world. It is also associated with a high mortality index …

A novel machine learning approach for severity classification of diabetic foot complications using thermogram images

A Khandakar, MEH Chowdhury, MBI Reaz, SHM Ali… - Sensors, 2022 - mdpi.com
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 …

Plantar thermogram database for the study of diabetic foot complications

DA Hernandez-Contreras, H Peregrina-Barreto… - IEEE …, 2019 - ieeexplore.ieee.org
The advances in infrared thermography during recent years have opened new possibilities
for its use in medical diagnosis. The detection of complications related to diabetic foot is one …

[HTML][HTML] Fourier transform-based data augmentation in deep learning for diabetic foot thermograph classification

A Anaya-Isaza, M Zequera-Diaz - Biocybernetics and Biomedical …, 2022 - Elsevier
Diabetes Mellitus (DM) belongs to the ten diseases group with the highest mortality rate
globally, with an estimated 578 million cases by 2030, according to the World Health …

Early detection of diabetic foot ulcers from thermal images using the bag of features technique

MH Alshayeji, SCB Sindhu - Biomedical Signal Processing and Control, 2023 - Elsevier
The most common diabetes complication, diabetic foot ulcer (DFU), can result in amputation
if not managed effectively. Early diagnosis is thus critical, yet DFU symptoms cannot be …

Recent trends and techniques of blood glucose level prediction for diabetes control

BM Ahmed, ME Ali, MM Masud, M Naznin - Smart Health, 2024 - Elsevier
Diabetes, a metabolic disorder disease, can cause short-term acute or even long-term
chronic complications in a patient's body. In 2021, 10.5% of the world's adult population had …

[HTML][HTML] Automatic detection of risk zones in diabetic foot soles by processing thermographic images taken in an uncontrolled environment

H Maldonado, R Bayareh, IA Torres, A Vera… - Infrared Physics & …, 2020 - Elsevier
Diabetes mellitus has become a global healthcare issue with incidence levels growing
exponentially each year. Diabetic foot is one of the complications related with the ailment …