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
B Ploderer, D Clark, R Brown, J Harman, PA Lazzarini… - Sensors, 2023 - mdpi.com
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 …
[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 …
OCRNet for Diabetic Foot Ulcer Segmentation Combined with Edge Loss
Diabetic foot ulcer is a serious manifestation of lesions on the diabetic foot that requires
close monitoring and management. The research at hand investigates an approach on …
close monitoring and management. The research at hand investigates an approach on …
Diabetic Foot Ulcer Segmentation Using Convolutional and Transformer-Based Models
M Hassib, M Ali, A Mohamed, M Torki… - Diabetic Foot Ulcers …, 2022 - Springer
Diabetes is a rising global epidemic, it was estimated that in 2017 there are 451 million
(aged 18–99 years) people with diabetes worldwide, and it is expected to increase to 693 …
(aged 18–99 years) people with diabetes worldwide, and it is expected to increase to 693 …
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 …
Diabetic Foot Ulcer Grand Challenge 2022 Summary
Abstract The Diabetic Foot Ulcer Challenge 2022 focused on the task of diabetic foot ulcer
segmentation, based on the work completed in previous DFU challenges. The challenge …
segmentation, based on the work completed in previous DFU challenges. The challenge …