AESPNet: attention enhanced stacked parallel network to improve automatic diabetic foot ulcer identification

SK Das, S Namasudra, A Kumar… - Image and Vision …, 2023 - Elsevier
Abstract Diabetic Foot Ulcer (DFU) is a severe complication of diabetes, and it may cause
lower limb amputation. However, the manual diagnosis of DFU is a complicated and …

[HTML][HTML] Light weight convolutional neural network and low-dimensional images transformation approach for classification of thermal images

YS Taspinar - Case Studies in Thermal Engineering, 2023 - Elsevier
Thermal energy is emitted in the infrared range between X-ray and Gamma rays, which are
invisible to the human eye. Thermal cameras can detect the temperature that arises due to …

[HTML][HTML] Gait acceleration-based diabetes detection using hybrid deep learning

LZ Chee, S Sivakumar, KH Lim, AA Gopalai - Biomedical Signal Processing …, 2024 - Elsevier
Diabetes is a medical condition affecting multiple organs and systems due to high blood
glucose levels in the body which cause diabetic neuropathy and diabetic foot ulcers …

[HTML][HTML] MEFF–A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging

L Alzubaidi, ALD Khamael, HAH Obeed… - Intelligent Systems With …, 2024 - Elsevier
Adversarial attacks pose a significant threat to deep learning models, specifically medical
images, as they can mislead models into making inaccurate predictions by introducing …

The impact of machine learning on the prediction of diabetic foot ulcers–a systematic review.

T Weatherall, P Avsar, L Nugent, Z Moore… - Journal of Tissue …, 2024 - Elsevier
Introduction Globally, diabetes mellitus poses a significant health challenge as well as the
associated complications of diabetes, such as diabetic foot ulcers (DFUs). The early …

[PDF][PDF] Applications of Machine Learning in Diabetic Foot Ulcer Diagnosis using Multimodal Images: A Review.

V Mayya, V Tummala, CU Reddy, P Mishra… - … International Journal of …, 2023 - iaeng.org
Diabetes related complications such as Diabetic Foot Ulcers (DFU) may necessitate
recurrent hospitalisations and expensive treatments. Uncontrolled diabetes can result in …

Automated Diabetic Foot Ulcer Detection and Classification Using Deep Learning

S Nagaraju, KV Kumar, BP Rani, EL Lydia… - IEEE …, 2023 - ieeexplore.ieee.org
Diabetic foot ulcers (DFU) are a common and serious complication in individuals with
diabetes, and early detection plays a crucial role in effective treatment and prevention of …

DFU_VIRNet: A novel Visible-InfraRed CNN to improve diabetic foot ulcer classification and early detection of ulcer risk zones

J Reyes-Luévano, JA Guerrero-Viramontes… - … Signal Processing and …, 2023 - Elsevier
Abstract Diabetic Foot Ulcer (DFU) is considered the most serious complication suffered by
people living with Diabetes Mellitus (DM). The development of an advanced stage of DFU …

Effectiveness of ConvNeXt variants in diabetic feet diagnosis using plantar thermal images

O Fasihi-Shirehjini… - Quantitative InfraRed …, 2024 - Taylor & Francis
Diabetic foot ulcers are one of the most significant complications experienced by patients
with Diabetes Mellitus (DM), which can result in amputation and demise; therefore, it is …

[PDF][PDF] Advancing Diabetic Foot Ulcer Detection Based On Resnet And Gan Integration

AM El-Kady, MM Abbassy, HH Ali, MF Ali - Journal of Theoretical and …, 2024 - jatit.org
Diabetes, characterized by the body's inability to effectively regulate sugar levels due to
insulin complications, leads to various serious health issues. Among these, Diabetic Foot …