A survey of feature extraction in dermoscopy image analysis of skin cancer

C Barata, ME Celebi, JS Marques - IEEE journal of biomedical …, 2018 - ieeexplore.ieee.org
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 …

Computational methods for pigmented skin lesion classification in images: review and future trends

RB Oliveira, JP Papa, AS Pereira… - Neural Computing and …, 2018 - Springer
Skin cancer is considered as one of the most common types of cancer in several countries,
and its incidence rate has increased in recent years. Melanoma cases have caused an …

[PDF][PDF] A state-of-the-art survey on lesion border detection in dermoscopy images

ME Celebi, Q Wen, H Iyatomi, K Shimizu… - Dermoscopy image …, 2015 - faculty.uca.edu
Invasive and in situ malignant melanoma together comprise one of the most rapidly
increasing cancers in the world. Invasive melanoma alone has an estimated incidence of …

[HTML][HTML] Analysis of dermoscopy images by using ABCD rule for early detection of skin cancer

EM Senan, ME Jadhav - Global Transitions Proceedings, 2021 - Elsevier
Melanoma is the most deadly type of skin cancer in humans. Which occurs as a result of a
change in the pigment of the skin, which is known as pigment cells. Which produces a …

Automatic differentiation of melanoma from dysplastic nevi

M Rastgoo, R Garcia, O Morel, F Marzani - Computerized Medical Imaging …, 2015 - Elsevier
Malignant melanoma causes the majority of deaths related to skin cancer. Nevertheless, it is
the most treatable one, depending on its early diagnosis. The early prognosis is a …

[PDF][PDF] Ph2: A public database for the analysis of dermoscopic images

T Mendonça, M Celebi, T Mendonca… - Dermoscopy image …, 2015 - researchgate.net
Skin cancer represents a serious public health problem because of its increasing incidence
and subsequent mortality. Among skin cancers, malignant melanoma is by far the most …

Development of a clinically oriented system for melanoma diagnosis

C Barata, ME Celebi, JS Marques - Pattern Recognition, 2017 - Elsevier
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 …

A system for the detection of melanomas in dermoscopy images using shape and symmetry features

M Ruela, C Barata, JS Marques… - Computer Methods in …, 2017 - Taylor & Francis
Different Computer Aided Diagnosis (CAD) systems have been proposed to diagnose skin
lesions in dermoscopy images. nMost of them use different types of features inspired in the …

[图书][B] Dermoscopy image analysis

ME Celebi, T Mendonca, JS Marques - 2015 - books.google.com
Dermoscopy is a noninvasive skin imaging technique that uses optical magnification and
either liquid immersion or cross-polarized lighting to make subsurface structures more …

Improving dermoscopy image analysis using color constancy

C Barata, JS Marques, ME Celebi - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Several methods have been proposed to detect melanomas in dermoscopy images.
However, most of these methods are tuned to specific acquisition conditions. That is, their …