A survey of feature extraction in dermoscopy image analysis of skin cancer
Dermoscopy image analysis (DIA) is a growing field, with works being published every
week. This makes it difficult not only to keep track of all the contributions, but also for new …
week. This makes it difficult not only to keep track of all the contributions, but also for new …
[HTML][HTML] Computer‐assisted diagnosis techniques (dermoscopy and spectroscopy‐based) for diagnosing skin cancer in adults
Background Early accurate detection of all skin cancer types is essential to guide
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
Skin lesion segmentation and recognition using multichannel saliency estimation and M-SVM on selected serially fused features
The number of deaths caused by melanoma has increased remarkably in the last few years
which are the carcinogenic type of skin cancer. Lately, computer based methods are …
which are the carcinogenic type of skin cancer. Lately, computer based methods are …
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets
Convolutional neural networks have been effective in several applications, arising as a
promising supporting tool in a relevant Dermatology problem: skin cancer diagnosis …
promising supporting tool in a relevant Dermatology problem: skin cancer diagnosis …
[HTML][HTML] Towards accurate diagnosis of skin lesions using feedforward back propagation neural networks
In the automatic detection framework, there have been many attempts to develop models for
real-time melanoma detection. To effectively discriminate benign and malign skin lesions …
real-time melanoma detection. To effectively discriminate benign and malign skin lesions …
Development of a clinically oriented system for melanoma diagnosis
Dermatologists have stated their preference for computer aided diagnosis (CAD) systems
that provide medical justifications for the estimated diagnosis of a skin lesion. Such systems …
that provide medical justifications for the estimated diagnosis of a skin lesion. Such systems …
Computer‐assisted diagnosis techniques (dermoscopy and spectroscopy‐based) for diagnosing skin cancer in adults
L Ferrante di Ruffano, Y Takwoingi… - Cochrane Database …, 1996 - cochranelibrary.com
Background Early accurate detection of all skin cancer types is essential to guide
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
[HTML][HTML] Colored texture analysis fuzzy entropy methods with a dermoscopic application
Texture analysis is a subject of intensive focus in research due to its significant role in the
field of image processing. However, few studies focus on colored texture analysis and even …
field of image processing. However, few studies focus on colored texture analysis and even …
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines
Early diagnosis is still the most important factor to deal with skin cancer, a disease that
challenges physicians and researchers. It has benefited from computer-aided diagnosis …
challenges physicians and researchers. It has benefited from computer-aided diagnosis …
Computational texture features of dermoscopic images and their link to the descriptive terminology: A survey
L Talavera-Martinez, P Bibiloni… - Computer methods and …, 2019 - Elsevier
Computer-extracted texture features are relevant to diagnose cutaneous lesions such as
melanomas. Our goal is to set a relationship between a well-established descriptive …
melanomas. Our goal is to set a relationship between a well-established descriptive …