[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 …

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 …

Automated approaches for ROIs extraction in medical thermography: a review and future directions

J Singh, AS Arora - Multimedia Tools and Applications, 2020 - Springer
Historically, the skin temperature has been used as a functional indicator of the processes
undergoing inside the body, where the anomalous change in temperature gives indication of …

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 …

FLIR vs SEEK thermal cameras in biomedicine: comparative diagnosis through infrared thermography

A Kirimtat, O Krejcar, A Selamat, E Herrera-Viedma - BMC bioinformatics, 2020 - Springer
Background In biomedicine, infrared thermography is the most promising technique among
other conventional methods for revealing the differences in skin temperature, resulting from …

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 …

Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning

S Muralidhara, A Lucieri, A Dengel… - Health information science …, 2022 - Springer
Purpose Diabetic foot is a common complication associated with diabetes mellitus (DM)
leading to ulcerations in the feet. Due to diabetic neuropathy, most patients have reduced …

Thermal change index-based diabetic foot thermogram image classification using machine learning techniques

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

A novel wavelet transform-homogeneity model for sudden cardiac death prediction using ECG signals

JP Amezquita-Sanchez, M Valtierra-Rodriguez… - Journal of medical …, 2018 - Springer
Sudden cardiac death (SCD) is one of the main causes of death among people. A new
methodology is presented for predicting the SCD based on ECG signals employing the …

The thermoregulation of healthy individuals, overweight–obese, and diabetic from the plantar skin thermogram: a clue to predict the diabetic foot

FJ Renero-C - Diabetic Foot & Ankle, 2017 - Taylor & Francis
Background: Thermoregulation is a complex autonomic process to keep or to dissipate heat
in the human body. Methods: In this work, by means of the thermogram of the plantar skin …