Dfu-siam a novel diabetic foot ulcer classification with deep learning

MSA Toofanee, S Dowlut, M Hamroun, K Tamine… - IEEE …, 2023 - ieeexplore.ieee.org
Diabetes affects roughly 537 million people in the world, and it is predicted to reach 783
million by 2045. Diabetic Foot Ulcer (DFU) is a major issue with diabetes that may lead to …

Automatic Diabetic Foot Ulcer Recognition Using Multi-Level Thermographic Image Data

I Khosa, A Raza, M Anjum, W Ahmad, S Shahab - Diagnostics, 2023 - mdpi.com
Lower extremity diabetic foot ulcers (DFUs) are a severe consequence of diabetes mellitus
(DM). It has been estimated that people with diabetes have a 15% to 25% lifetime risk of …

HCNNet: hybrid convolution neural network for automatic identification of ischaemia in diabetic foot ulcer wounds

SK Das, S Namasudra, AK Sangaiah - Multimedia Systems, 2024 - Springer
The diabetic foot ulcer (DFU) is a significant medical complication for diabetic patients,
which often leads to lower limb amputation. The manual identification of ischaemia in DFU is …

Exploit the visual sentiment of the item images to fuse with textual sentiment in context aware collaborative filtering

LH Wu - Expert Systems with Applications, 2025 - Elsevier
Recommendation systems (RS) are widely used to predict users' preferences for items in
many research areas. Context-aware recommendation systems (CARS) exploit different …

A novel lightweight deep learning framework with knowledge distillation for efficient diabetic foot ulcer detection

K Amjad, S Asif, Z Waheed, Y Guo - Applied Soft Computing, 2024 - Elsevier
Abstract Diabetic Foot Ulcers (DFUs) are a critical healthcare issue requiring early detection.
Although deep learning models show promise in DFU diagnosis, their large parameter sizes …

Joint-Module Health Status Recognition for an Unmanned Platform: A Time–Frequency Representation and Extraction Network-Based Approach

S Zhu, G Yang, S Song, R Du, H Yuan - Machines, 2024 - mdpi.com
Due to the complex structure of the joint module and harsh working conditions of unmanned
platforms, the fault information is often overwhelmed by noise. Moreover, traditional …

Classification of Images Related to Kidney Cancer using Hybrid Deep Learning

V Asha, SP Sreeja, A Prasad… - … on Intelligent and …, 2024 - ieeexplore.ieee.org
Kidney cancer is a very critical condition that require prompt diagnosis to successful
treatment. In this study, it is proposed an enhanced hybrid deep learning (DL) model for …

[PDF][PDF] Automatic Diabetic Foot Ulcer Recognition Using Multi-Level Thermographic Image Data. Diagnostics 2023, 13, 2637

I Khosa, A Raza, M Anjum, W Ahmad, S Shahab - 2023 - academia.edu
Lower extremity diabetic foot ulcers (DFUs) are a severe consequence of diabetes mellitus
(DM). It has been estimated that people with diabetes have a 15% to 25% lifetime risk of …

Mobile Application for Diabetic Foot Ulcer Detection

R Borges, E Santos, V Machado, M Ito… - … Conference on Intelligent …, 2023 - Springer
This article presents the development of a mobile application aimed at healthcare
professionals, which uses Convolutional Neural Networks to identify injuries in patients with …