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 …
Automatic foot ulcer segmentation using an ensemble of convolutional neural networks
Foot ulcer is a common complication of diabetes mellitus and, associated with substantial
morbidity and mortality, remains a major risk factor for lower leg amputations. Extracting …
morbidity and mortality, remains a major risk factor for lower leg amputations. Extracting …
A superpixel-wise fully convolutional neural network approach for diabetic foot ulcer tissue classification
Accurate assessment of diabetic foot ulcers (DFU) is primordial to provide an efficient
treatment and to prevent amputation. Traditional DFU assessment methods used by …
treatment and to prevent amputation. Traditional DFU assessment methods used by …
Fully convolutional networks for diabetic foot ulcer segmentation
Diabetic Foot Ulcer (DFU) is a major complication of Diabetes, which if not managed
properly can lead to amputation. DFU can appear anywhere on the foot and can vary in size …
properly can lead to amputation. DFU can appear anywhere on the foot and can vary in size …
Hardnet-dfus: Enhancing backbone and decoder of hardnet-mseg for diabetic foot ulcer image segmentation
Diabetic foot ulcers are caused by neuropathic and vascular complications of diabetes
mellitus. In order to provide a proper diagnosis and treatment, wound care professionals …
mellitus. In order to provide a proper diagnosis and treatment, wound care professionals …
Semantic segmentation of diabetic foot ulcer images: dealing with small dataset in DL approaches
Foot ulceration is the most common complication of diabetes and represents a major health
problem all over the world. If these ulcers are not adequately treated in an early stage, they …
problem all over the world. If these ulcers are not adequately treated in an early stage, they …
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 …
Translating clinical delineation of diabetic foot ulcers into machine interpretable segmentation
Diabetic foot ulcer is a severe condition that requires close monitoring and management. For
training machine learning methods to auto-delineate the ulcer, clinical staff must provide …
training machine learning methods to auto-delineate the ulcer, clinical staff must provide …
FUSeg: The foot ulcer segmentation challenge
Wound care professionals provide proper diagnosis and treatment with heavy reliance on
images and image documentation. Segmentation of wound boundaries in images is a key …
images and image documentation. Segmentation of wound boundaries in images is a key …
[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 …