Techniques and algorithms for computer aided diagnosis of pigmented skin lesions—A review

S Pathan, KG Prabhu, PC Siddalingaswamy - … Signal Processing and …, 2018 - Elsevier
Computerized image analysis methods for dermoscopy are primarily of great interest and
benefit, as it provides significant information about the lesion, which can be of pertinence for …

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 …

Skin lesion classification using convolutional neural network with novel regularizer

MA Albahar - IEEE Access, 2019 - ieeexplore.ieee.org
One of the most common types of human malignancies is skin cancer, which is chiefly
diagnosed visually, initiating with a clinical screening followed by dermoscopic analysis …

PH2 - A dermoscopic image database for research and benchmarking

T Mendonça, PM Ferreira, JS Marques… - 2013 35th annual …, 2013 - ieeexplore.ieee.org
The increasing incidence of melanoma has recently promoted the development of computer-
aided diagnosis systems for the classification of dermoscopic images. Unfortunately, the …

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 …

A color and texture based hierarchical K-NN approach to the classification of non-melanoma skin lesions

L Ballerini, RB Fisher, B Aldridge, J Rees - Color medical image analysis, 2013 - Springer
This chapter proposes a novel hierarchical classification system based on the K-Nearest
Neighbors (K-NN) model and its application to non-melanoma skin lesion classification …

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 …

An intelligent system for automated breast cancer diagnosis and prognosis using SVM based classifiers

I Maglogiannis, E Zafiropoulos, I Anagnostopoulos - Applied intelligence, 2009 - Springer
In recent years, computational diagnostic tools and artificial intelligence techniques provide
automated procedures for objective judgments by making use of quantitative measures and …

Characterizing the role of dermatologists in developing artificial intelligence for assessment of skin cancer

GA Zakhem, JW Fakhoury, CC Motosko… - Journal of the American …, 2021 - Elsevier
Background The use of artificial intelligence (AI) for skin cancer assessment has been an
emerging topic in dermatology. Leadership of dermatologists is necessary in defining how …

[PDF][PDF] Automating skin disease diagnosis using image classification

DA Okuboyejo, OO Olugbara… - proceedings of the world …, 2013 - academia.edu
There have been many attempts to implement traditional telemedicine across the world
especially in the developing countries, but the efforts has been characterized with …