Learning features for streak detection in dermoscopic color images using localized radial flux of principal intensity curvature

H Mirzaalian, TK Lee… - 2012 IEEE Workshop on …, 2012 - ieeexplore.ieee.org
Malignant melanoma (MM) is one of the most frequent types of cancers among the world's
white population. Dermoscopy is a noninvasive method for early recognition of MM by which …

Review on automatic early skin cancer detection

AN Hoshyar, A Al-Jumaily… - … Conference on Computer …, 2011 - ieeexplore.ieee.org
Skin cancer is increasing in different countries especially in Australia. Early detection of skin
cancer can treat melanoma successfully, therefore, curability and survival depends directly …

SDI+: A novel algorithm for segmenting dermoscopic images

MR Guarracino, L Maddalena - IEEE journal of biomedical and …, 2018 - ieeexplore.ieee.org
Malignant skin lesions are among the most common types of cancer, and automated
systems for their early detection are of fundamental importance. We propose SDI+, an …

Early melanoma diagnosis with mobile imaging

TT Do, Y Zhou, H Zheng, NM Cheung… - 2014 36th Annual …, 2014 - ieeexplore.ieee.org
We research a mobile imaging system for early diagnosis of melanoma. Different from
previous work, we focus on smartphone-captured images, and propose a detection system …

Partial order label decomposition approaches for melanoma diagnosis

J Sánchez-Monedero, M Pérez-Ortiz, A Saez… - Applied Soft …, 2018 - Elsevier
Melanoma is a type of cancer that develops from the pigment-containing cells known as
melanocytes. Usually occurring on the skin, early detection and diagnosis is strongly related …

Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier

L Ballerini, RB Fisher, B Aldridge… - 2012 9th IEEE …, 2012 - ieeexplore.ieee.org
This paper presents an algorithm for classification of non-melanoma skin lesions based on a
novel hierarchical K-Nearest Neighbors (K-NN) classifier. The K-NN classifier is simple …

Features for melanoma lesions characterization in computer vision systems

E Vocaturo, E Zumpano, P Veltri - 2018 9th International …, 2018 - ieeexplore.ieee.org
Computer vision systems are increasingly used for the early detection of skin diseases, such
as malignant melanoma. The various proposals of computer vision systems are …

Generative adversarial neural networks for pigmented and non-pigmented skin lesions detection in clinical images

A Udrea, GD Mitra - … on control systems and computer science …, 2017 - ieeexplore.ieee.org
Skin cancer is one of the most common malignancies in fair skin population. It can be
divided in two main classes: melanoma and non-melanoma skin cancer. This means that …

Extreme learning machine for melanoma classification

S Al-Hammouri, M Fora, M Ibbini - 2021 IEEE Jordan …, 2021 - ieeexplore.ieee.org
Melanoma is considered the most dangerous type of skin cancer worldwide. Early detection
of this cancer type plays an important role in the treatment process. Many invasive methods …

Performance Improvement of Melanoma Detection Using a Multi-Network System Based on Decision Fusion

H El-khatib, AM Ștefan, D Popescu - Applied Sciences, 2023 - mdpi.com
The incidence of melanoma cases continues to rise, underscoring the critical need for early
detection and treatment. Recent studies highlight the significance of deep learning in …