[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 …
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 …
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 …
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
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 …
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
Background In biomedicine, infrared thermography is the most promising technique among
other conventional methods for revealing the differences in skin temperature, resulting from …
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 …
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
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 …
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
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 …
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 …
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 …
in the human body. Methods: In this work, by means of the thermogram of the plantar skin …