Skin lesion classification enhancement using border-line features–The melanoma vs nevus problem

PMM Pereira, R Fonseca-Pinto, RP Paiva… - … Signal Processing and …, 2020 - Elsevier
Abstract Machine learning algorithms are progressively assuming an important role as a
computational tool to support clinical diagnosis, namely in the classification of pigmented …

Automated skin lesion segmentation using K-means clustering from digital dermoscopic images

A Agarwal, A Issac, MK Dutta, K Riha… - 2017 40th International …, 2017 - ieeexplore.ieee.org
Melanoma can prove fatal if not diagnosed at early stage. The accuracy of identification of
skin cancer from dermoscopic images is directly proportional to the accuracy of the skin …

A survey on: detection of skin cancer lesions using segmentation through dermoscopic images

P Choudhary, J Singhai… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
In recent years the environment in which we are living become rougher by nature
continuously which seems to create several problems to human beings where one of the …

Mobile application-based computer-aided diagnosis of skin tumours from dermal images

TR Thamizhvani, S Lakshmanan… - The Imaging Science …, 2018 - Taylor & Francis
Skin tumour is defined as the enormous growth of cells in the skin. The aim is to design
standalone application for diagnosis of skin tumours. The dermal images of three different …

Computer aided diagnosis of skin tumours from dermal images

TR Thamizhvani, S Lakshmanan… - … Vision and Bio Inspired …, 2018 - Springer
Skin tumour is uncontrolled growth of skin cells which may be cancerous. The aim is to
develop computer aided diagnosis for skin tumours. The dermal images of three types such …

[HTML][HTML] Automated Malignant Melanoma Classification Using Convolutional Neural Networks

S Riaño Borda, JG Guarnizo… - Ciencia e Ingeniería …, 2022 - scielo.org.co
This research is proposed a design of architecture for melanoma (a kind of skin cancer)
recognition by using a Convolutional Neural Network (CNN), work that will be useful for …

Review of segmentation methods on malignant melanoma

F Thompson, MK Jeyakumar - 2016 International Conference …, 2016 - ieeexplore.ieee.org
Dermoscopy is a non-invasive, widely used diagnostic tool that aids the diagnosis of skin
lesions and is proven to increase the accuracy of melanoma diagnosis. If the melanoma is …

[PDF][PDF] Skin cancer detection using particle swarm optimization

S Tharangini, GR Krishna - International Journal of Creative …, 2018 - researchgate.net
Skin malignancy is the most well-known reason for death among people. Skin disease is
unusual development of skin cells frequently creates on body presented to the daylight, yet …

Segmentation and lesion detection in dermoscopic images

KAA Eltayef - 2017 - bura.brunel.ac.uk
Malignant melanoma is one of the most fatal forms of skin cancer. It has also become
increasingly common, especially among white-skinned people exposed to the sun. Early …

[PDF][PDF] Computer Aided Diagnosis System for Melanoma Lesion Detection

EW Bereda - 2018 - scholar.archive.org
Detection of skin cancer in the earlier stage is very critical. Nowadays, skin cancer is seen as
one of the most hazardous form of cancers found in humans. The most common types of skin …