Diagnosis of skin lesions based on dermoscopic images using image processing techniques
I Zaqout - Pattern Recognition-Selected Methods and …, 2019 - books.google.com
… the most dangerous type of skin diseases—melanoma. This paper aims to develop a prototype
capable of segment and classify skin lesions in dermoscopy images based on ABCD rule…
capable of segment and classify skin lesions in dermoscopy images based on ABCD rule…
A comparative study of features selection for skin lesion detection from dermoscopic images
… used in an accurate skin cancer melanoma diagnosis computer-… selection and extraction
for skin lesion detection. These … regarding skin lesion detection from dermoscopic images. In …
for skin lesion detection. These … regarding skin lesion detection from dermoscopic images. In …
Automatic skin lesion analysis using large-scale dermoscopy images and deep residual networks
… images (2,000 training images) … images from the international skin imaging collaboration
(ISIC) archive [13]. We only used the images annotated by experts (indicated by the image …
(ISIC) archive [13]. We only used the images annotated by experts (indicated by the image …
Effective features to classify skin lesions in dermoscopic images
Z Ma, JMRS Tavares - Expert Systems with Applications, 2017 - Elsevier
… Three dermoscopic image databases were used in this study and the feasibility of automatic
analysis on dermoscopic images was investigated based on the inter-database validation. …
analysis on dermoscopic images was investigated based on the inter-database validation. …
Skin lesion classification from dermoscopic images using deep learning techniques
… images created from the ISIC Archive dataset [5] In this paper, a novel method for skin lesion
… benchmarked against a publicly available skin lesion dermoscopic image dataset (the ISIC …
… benchmarked against a publicly available skin lesion dermoscopic image dataset (the ISIC …
Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks
… To overcome the challenge of insufficient training data in the field of dermoscopy skin lesion
images, we adopted two strategies, data augmentation and transfer learning [52], [57], [71], […
images, we adopted two strategies, data augmentation and transfer learning [52], [57], [71], […
Bcn20000: Dermoscopic lesions in the wild
… of 19424 dermoscopic images of skin lesions captured from … of dermoscopic images of skin
cancer, including lesions found … lesions which do not fit in the aperture of the dermoscopy …
cancer, including lesions found … lesions which do not fit in the aperture of the dermoscopy …
[HTML][HTML] Automated dermoscopy image analysis of pigmented skin lesions
A Baldi, M Quartulli, R Murace, E Dragonetti… - Cancers, 2010 - mdpi.com
… The approach of our CBIR system for dermoscopic images, that is FIDE [39], is to document
the image analysis side of the diagnostic process, focusing on accompanying and aiding it …
the image analysis side of the diagnostic process, focusing on accompanying and aiding it …
Skin lesion segmentation in dermoscopic images with ensemble deep learning methods
… for skin lesion detection in dermoscopy images. Various computer algorithms have been
devised to classify lesion types using feature descriptors and pattern analysis based on image …
devised to classify lesion types using feature descriptors and pattern analysis based on image …
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma
… In this section, our proposed method for extraction of skin lesion from non-dermoscopic
images is discussed. Figure 1 presents an overview of our method, where different steps for the …
images is discussed. Figure 1 presents an overview of our method, where different steps for the …
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- diagnosis of skin lesions dermoscopic images
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- skin lesion segmentation
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- deep learning dermoscopic images
- skin cancer analysis of dermoscopy images
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- automatic skin lesion analysis dermoscopy images
- skin lesions image processing techniques
- pigmented skin lesions dermoscopy analysis
- classification of dermoscopy images
- dermoscopic image segmentation
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- pigmented skin lesions image analysis