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 …
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 …
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 …
lies in the optimized selection and integration of features derived from textural, border …
High-level intuitive features (HLIFs) for intuitive skin lesion description
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
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 …
either liquid immersion or cross-polarized lighting to make subsurface structures more …