Computer aided diagnostic support system for skin cancer: a review of techniques and algorithms

A Masood, AA Al-Jumaily - International journal of biomedical …, 2013 - Wiley Online Library
Image‐based computer aided diagnosis systems have significant potential for screening
and early detection of malignant melanoma. We review the state of the art in these systems …

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 …

Automated skin lesion segmentation via an adaptive dual attention module

H Wu, J Pan, Z Li, Z Wen, J Qin - IEEE transactions on medical …, 2020 - ieeexplore.ieee.org
We present a convolutional neural network (CNN) equipped with a novel and efficient
adaptive dual attention module (ADAM) for automated skin lesion segmentation from …

A comparative study of features selection for skin lesion detection from dermoscopic images

R Javed, MSM Rahim, T Saba, A Rehman - Network Modeling Analysis in …, 2020 - Springer
Melanoma is rare and mainly considered as the dangerous category of skin cancer. Many
researchers proposed diverse efficient techniques for melanoma detection. The main focus …

Overview of advanced computer vision systems for skin lesions characterization

I Maglogiannis, CN Doukas - IEEE transactions on information …, 2009 - ieeexplore.ieee.org
During the last years, computer-vision-based diagnosis systems have been used in several
hospitals and dermatology clinics, aiming mostly at the early detection of skin cancer, and …

[图书][B] Handbook of non-invasive methods and the skin

J Serup, GBE Jemec, GL Grove - 2006 - taylorfrancis.com
Firmly established as the leading international reference in this field, Non-Invasive Methods
and the Skin broke new ground with its comprehensive coverage of methods used in both …

An improved internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm

H Iyatomi, H Oka, ME Celebi, M Hashimoto… - … Medical Imaging and …, 2008 - Elsevier
In this paper, we present an Internet-based melanoma screening system. Our web server is
accessible from all over the world and performs the following procedures when a remote …

[PDF][PDF] Machine learning algorithms based skin disease detection

S Bhadula, S Sharma, P Juyal… - International Journal of …, 2019 - researchgate.net
Skin disease recognition and observing is a major challenge looked by the medical industry.
Because of expanding contamination and utilization of lousy nourishment, the tally of …

Hair removal methods: A comparative study for dermoscopy images

Q Abbas, ME Celebi, IF García - Biomedical Signal Processing and Control, 2011 - Elsevier
Removal and restoration of hair and hair-like regions within skin lesion images is needed so
features within lesions can be more effectively analyzed for benign lesions, cancerous …

Automatic segmentation of dermoscopy images using self-generating neural networks seeded by genetic algorithm

F Xie, AC Bovik - Pattern Recognition, 2013 - Elsevier
A novel dermoscopy image segmentation algorithm is proposed using a combination of a
self-generating neural network (SGNN) and the genetic algorithm (GA). Optimal samples are …