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 …

Computerized analysis of pigmented skin lesions: a review

K Korotkov, R Garcia - Artificial intelligence in medicine, 2012 - Elsevier
OBJECTIVE: Computerized analysis of pigmented skin lesions (PSLs) is an active area of
research that dates back over 25years. One of its main goals is to develop reliable automatic …

Computer-aided diagnosis of melanoma using border-and wavelet-based texture analysis

R Garnavi, M Aldeen, J Bailey - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This paper presents a novel computer-aided diagnosis system for melanoma. The novelty
lies in the optimized selection and integration of features derived from textural, border …

High-level intuitive features (HLIFs) for intuitive skin lesion description

R Amelard, J Glaister, A Wong… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
A set of high-level intuitive features (HLIFs) is proposed to quantitatively describe melanoma
in standard camera images. Melanoma is the deadliest form of skin cancer. With rising …

Deep learning approaches towards skin lesion segmentation and classification from dermoscopic images-a review

R Baig, M Bibi, A Hamid, S Kausar… - Current medical …, 2020 - ingentaconnect.com
Background: Automated intelligent systems for unbiased diagnosis are primary requirement
for the pigment lesion analysis. It has gained the attention of researchers in the last few …

[HTML][HTML] A novel approach for skin lesion symmetry classification with a deep learning model

L Talavera-Martínez, P Bibiloni, A Giacaman… - Computers in biology …, 2022 - Elsevier
Skin cancer has become a public health problem due to its increasing incidence. However,
the malignancy risk of the lesions can be reduced if diagnosed at an early stage. To do so, it …

Automating the ABCD rule for melanoma detection: a survey

ARH Ali, J Li, G Yang - IEEE Access, 2020 - ieeexplore.ieee.org
The ABCD rule is a simple framework that physicians, novice dermatologists and non-
physicians can use to learn about the features of melanoma in its early curable stage …

[HTML][HTML] Towards the automatic detection of skin lesion shape asymmetry, color variegation and diameter in dermoscopic images

AR Ali, J Li, SJ O'Shea - Plos one, 2020 - journals.plos.org
Asymmetry, color variegation and diameter are considered strong indicators of malignant
melanoma. The subjectivity inherent in the first two features and the fact that 10% of …

A review of the quantification and classification of pigmented skin lesions: from dedicated to hand-held devices

M Filho, Z Ma, JMRS Tavares - Journal of medical systems, 2015 - Springer
In recent years, the incidence of skin cancer cases has risen, worldwide, mainly due to the
prolonged exposure to harmful ultraviolet radiation. Concurrently, the computer-assisted …

[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 …