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Artificial Intelligence for Diagnosis of Skin Cancer: Challenges and Opportunities
Recently, there has been great interest in developing Artificial Intelli...
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Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques
Diabetic Foot Ulcers (DFU) detection using computerized methods is an em...
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Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods
Early detection of skin cancer, particularly melanoma, is crucial to ena...
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Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation
With the rapid growth of medical imaging research, there is a great inte...
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Multi-Class Lesion Diagnosis with Pixel-wise Classification Network
Lesion diagnosis of skin lesions is a very challenging task due to high ...
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Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images
This paper presents an end-to-end solution for MRI thigh quadriceps segm...
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Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks
Early detection of skin cancer, particularly melanoma, is crucial to ena...
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DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification
Globally, in 2016, one out of eleven adults suffered from Diabetes Melli...
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Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation
Diabetic Foot Ulcer (DFU) is a major complication of Diabetes, which if ...
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Automated Assessment of Facial Wrinkling: a case study on the effect of smoking
Facial wrinkle is one of the most prominent biological changes that acco...
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