[HTML][HTML] Integrated image and location analysis for wound classification: a deep learning approach
The global burden of acute and chronic wounds presents a compelling case for enhancing
wound classification methods, a vital step in diagnosing and determining optimal treatments …
wound classification methods, a vital step in diagnosing and determining optimal treatments …
[HTML][HTML] CADFU for Dermatologists: A Novel Chronic Wounds & Ulcers Diagnosis System with DHuNeT (Dual-Phase Hyperactive UNet) and YOLOv8 Algorithm
In recent times, there has been considerable focus on harnessing artificial intelligence (AI)
for medical image analysis and healthcare purposes. In this study, we introduce CADFU …
for medical image analysis and healthcare purposes. In this study, we introduce CADFU …
MFI-Net: Multi-level feature integration network with SE-Res2Conv encoder for jaw cyst segmentation
H Zheng, X Jiang, X Xu, X Ding - IEEE Access, 2024 - ieeexplore.ieee.org
Accurate segmentation of organs and lesions from medical images holds paramount
importance in aiding physicians with diagnosis and monitor diseases. At present, the …
importance in aiding physicians with diagnosis and monitor diseases. At present, the …
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 …
A Deep Learning Approach to Teeth Segmentation and Orientation from Panoramic X-rays
Accurate teeth segmentation and orientation are fundamental in modern oral healthcare,
enabling precise diagnosis, treatment planning, and dental implant design. In this study, we …
enabling precise diagnosis, treatment planning, and dental implant design. In this study, we …
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation Strategies
Diabetic foot ulcers pose health risks, including higher morbidity, mortality, and amputation
rates. Monitoring wound areas is crucial for proper care, but manual segmentation is …
rates. Monitoring wound areas is crucial for proper care, but manual segmentation is …
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation
SJ Kuo, PH Huang, CC Lin, JL Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Diabetic foot ulcers pose health risks, including higher morbidity, mortality, and amputation
rates. Monitoring wound areas is crucial for proper care, but manual segmentation is …
rates. Monitoring wound areas is crucial for proper care, but manual segmentation is …
Scalable Segmentation of Diabetic Foot Ulcers
YP Toledo, ALDS Pereira, AP Quesada… - 2024 IEEE 37th …, 2024 - ieeexplore.ieee.org
The treatment of Diabetic Foot Ulcers (DFUs) is challenging due to their aggressive nature
and slow healing, which can result in serious complications such as infection, gangrene …
and slow healing, which can result in serious complications such as infection, gangrene …
Detection of Foot-Ulcer from Digital Photographs using MobileNet Variants with Features Fusion
S Ramadasan, R Augasthega… - 2024 Ninth …, 2024 - ieeexplore.ieee.org
Diabetes is a chronic illness usually caused by elevated blood glucose levels. If left
untreated, diabetes can have serious repercussions. Diabetic foot ulcers (DFUs) is a chief …
untreated, diabetes can have serious repercussions. Diabetic foot ulcers (DFUs) is a chief …
Design and Numerical Analysis of Double Encoder-Swinnets-A Novel Swin Transformers-Based Diabetic Foot
D Maheswari, M Kayalvizhi - Journal of Nanoelectronics and …, 2024 - ingentaconnect.com
Thermography is crucial for early diabetic foot (DF) diagnosis and accurate segmentation of
ulcer-prone areas. However, existing segmentation methods fall short due to image …
ulcer-prone areas. However, existing segmentation methods fall short due to image …