A decision support system for melanoma diagnosis from dermoscopic images

M Rizzi, C Guaragnella - Applied Sciences, 2022 - mdpi.com
Innovative technologies in dermatology allow for the early screening of skin cancer, which
results in a reduction in the mortality rate and surgical treatments. The diagnosis of …

Computer-Aided Classification of Melanoma: A Comprehensive Survey

U Sharma, P Aggarwal, A Mittal - Archives of Computational Methods in …, 2024 - Springer
The prevalence of skin cancer has been increasing for the last few decades. Abnormal
growth of cells forms skin lesions, which if not treated at the earliest, may turn into cancer …

Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions

G Capdehourat, A Corez, A Bazzano, R Alonso… - Pattern Recognition …, 2011 - Elsevier
In this paper we propose a machine learning approach to classify melanocytic lesions as
malignant or benign, using dermoscopic images. The lesion features used in the …

[PDF][PDF] An accelerated system for melanoma diagnosis based on subset feature selection

E Zagrouba, W Barhoumi - Journal of Computing and Information …, 2005 - hrcak.srce.hr
In this paper we present an accelerated system for diagnosing skin lesions based on
digitized dermatoscopic color images. This system is composed mainly of three levels …

Automatic segmentation and melanoma detection based on color and texture features in dermoscopic images

S Oukil, R Kasmi, K Mokrani… - Skin Research and …, 2022 - Wiley Online Library
Purpose Melanoma is known as the most aggressive form of skin cancer and one of the
fastest growing malignant tumors worldwide. Several computer‐aided diagnosis systems for …

Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines

HD Lee, AI Mendes, N Spolaor, JT Oliva… - Knowledge-Based …, 2018 - Elsevier
Early diagnosis is still the most important factor to deal with skin cancer, a disease that
challenges physicians and researchers. It has benefited from computer-aided diagnosis …

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 …

Melanoma skin cancer detection based on image processing

NS Zghal, N Derbel - Current Medical Imaging, 2020 - ingentaconnect.com
Background: Skin cancer is one of the most common forms of cancers among humans. It can
be classified as non-melanoma and melanoma. Although melanomas are less common than …

Detection of melanoma from dermoscopic images of naevi acquired under uncontrolled conditions

A Tenenhaus, A Nkengne, JF Horn… - Skin research and …, 2010 - Wiley Online Library
Background and objective: Several systems for the diagnosis of melanoma from images of
naevi obtained under controlled conditions have demonstrated comparable efficiency with …

[PDF][PDF] An intelligent system for the diagnosis of skin cancer on digital images taken with dermoscopy

H Castillejos-Fernández, O López-Ortega… - Acta Polytechnica …, 2017 - academia.edu
Skin cancer is a major health issue affecting a vast segment of the population regardless the
skin color. This affectation can be detected using dermoscopy to determine whether the …