A review of non-invasive sensors and artificial intelligence models for diabetic foot monitoring
Diabetic foot complications have multiple adverse effects in a person's quality of life. Yet,
efficient monitoring schemes can mitigate or postpone any disorders, mainly by early …
efficient monitoring schemes can mitigate or postpone any disorders, mainly by early …
FUSegNet: A deep convolutional neural network for foot ulcer segmentation
This paper presents FUSegNet, a new model for foot ulcer segmentation in diabetes
patients, which uses the pre-trained EfficientNet-b7 as a backbone to address the issue of …
patients, which uses the pre-trained EfficientNet-b7 as a backbone to address the issue of …
Exploring transfer learning in medical image segmentation using vision-language models
Medical Image Segmentation is crucial in various clinical applications within the medical
domain. While state-of-the-art segmentation models have proven effective, integrating …
domain. While state-of-the-art segmentation models have proven effective, integrating …
Self-monitoring diabetes-related foot ulcers with the MyFootCare app: a mixed methods study
People with diabetes-related foot ulcers (DFUs) need to perform self-care consistently over
many months to promote healing and to mitigate risks of hospitalisation and amputation …
many months to promote healing and to mitigate risks of hospitalisation and amputation …
[PDF][PDF] Applications of Machine Learning in Diabetic Foot Ulcer Diagnosis using Multimodal Images: A Review.
Diabetes related complications such as Diabetic Foot Ulcers (DFU) may necessitate
recurrent hospitalisations and expensive treatments. Uncontrolled diabetes can result in …
recurrent hospitalisations and expensive treatments. Uncontrolled diabetes can result in …
Multi-stage segmentation of diabetic foot ulcers using self-supervised learning
N Gupta, A Nangia, NM Khan - Diabetic Foot Ulcers Grand Challenge, 2024 - Springer
Abstract Diabetic Foot Ulcers (DFUs) pose a significant healthcare challenge due to their
potential to lead to severe complications, including infections and ischemia, often …
potential to lead to severe complications, including infections and ischemia, often …
Self-supervised instance segmentation of diabetic foot ulcers via feature correspondence distillation
Diabetic foot ulcers (DFUs) are a serious complication of diabetes that can often lead to
infection, amputation, and even death if not properly managed. Accurate segmentation of …
infection, amputation, and even death if not properly managed. Accurate segmentation of …
[HTML][HTML] Diabetic foot ulcers segmentation challenge report: Benchmark and analysis
Monitoring the healing progress of diabetic foot ulcers is a challenging process. Accurate
segmentation of foot ulcers can help podiatrists to quantitatively measure the size of wound …
segmentation of foot ulcers can help podiatrists to quantitatively measure the size of wound …
An enhanced harmonic densely connected hybrid transformer network architecture for chronic wound segmentation utilising multi-colour space tensor merging
Chronic wounds and associated complications present ever growing burdens for clinics and
hospitals world wide. Venous, arterial, diabetic, and pressure wounds are becoming …
hospitals world wide. Venous, arterial, diabetic, and pressure wounds are becoming …
Wound tissue segmentation in diabetic foot ulcer images using deep learning: a pilot study
Identifying individual tissues, so-called tissue segmentation, in diabetic foot ulcer (DFU)
images is a challenging task and little work has been published, largely due to the limited …
images is a challenging task and little work has been published, largely due to the limited …