Computerized analysis of pigmented skin lesions: a review
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 …
A systematic review of automated melanoma detection in dermatoscopic images and its ground truth data
Malignant melanoma is the third most frequent type of skin cancer and one of the most
malignant tumors, accounting for 79% of skin cancer deaths. Melanoma is highly curable if …
malignant tumors, accounting for 79% of skin cancer deaths. Melanoma is highly curable if …
Melanoma detection by analysis of clinical images using convolutional neural network
Melanoma, most threatening type of skin cancer, is on the rise. In this paper an
implementation of a deep-learning system on a computer server, equipped with graphic …
implementation of a deep-learning system on a computer server, equipped with graphic …
MED-NODE: A computer-assisted melanoma diagnosis system using non-dermoscopic images
Melanoma is one of the most aggressive types of skin cancer and in many cases it is difficult
to differentiate from benign naevi. In this contribution we present a decision support (expert) …
to differentiate from benign naevi. In this contribution we present a decision support (expert) …
A hybrid neural network–world cup optimization algorithm for melanoma detection
N Razmjooy, FR Sheykhahmad, N Ghadimi - Open Medicine, 2018 - degruyter.com
One of the most dangerous cancers in humans is Melanoma. However, early detection of
melanoma can help us to cure it completely. This paper presents a new efficient method to …
melanoma can help us to cure it completely. This paper presents a new efficient method to …
Classification of malignant melanoma and benign skin lesions: implementation of automatic ABCD rule
R Kasmi, K Mokrani - IET Image Processing, 2016 - Wiley Online Library
The ABCD (asymmetry, border irregularity, colour and dermoscopic structure) rule of
dermoscopy is a scoring method used by dermatologists to quantify dermoscopy findings …
dermoscopy is a scoring method used by dermatologists to quantify dermoscopy findings …
Computer-aided diagnosis of skin lesions using conventional digital photography: a reliability and feasibility study
Background Computer-aided diagnosis (CADx) software that provides a second opinion has
been widely used to assist physicians with various tasks. In dermatology, however, CADx …
been widely used to assist physicians with various tasks. In dermatology, however, CADx …
Computer‐assisted diagnosis techniques (dermoscopy and spectroscopy‐based) for diagnosing skin cancer in adults
Background Early accurate detection of all skin cancer types is essential to guide
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
appropriate management and to improve morbidity and survival. Melanoma and cutaneous …
[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 develo** countries, but the efforts has been characterized with …
especially in the develo** countries, but the efforts has been characterized with …
Deep learning from limited training data: Novel segmentation and ensemble algorithms applied to automatic melanoma diagnosis
BA Albert - IEEE Access, 2020 - ieeexplore.ieee.org
Deep learning algorithms often require thousands of training instances to generalize well.
The presented research demonstrates a novel algorithm, Predict-Evaluate-Correct K-fold …
The presented research demonstrates a novel algorithm, Predict-Evaluate-Correct K-fold …