UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 2
February-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2002265


Registration ID:
227901

Page Number

425-430

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Title

Survey on early detection of melanoma

Abstract

Melanoma occurs when the pigment producing cells that gives color to the skin becomes cancerous. It typically occurs in the skin, but may rarely occur in mouth, intestine or eye. Sometimes cancer can be diagnosed simply by looking at the skin. The medically used method for detection of melanoma recommended by doctor is biopsy-an examination of tissue from a living body to discover the presence of disease. In this paper an overview of about the methods implemented for early detection of melanoma are been discussed. The most commonly used method is the ABCD rule. The other proposed method include, pattern recognition, feature extraction from dermatoscopic images, deep learning algorithm, computerized based skin lesion classification. The deep learning algorithm includes back propagation neural network, convolutional neural network, SVM. The methods and their limitation in some of the existing studies are highlighted and suggestion for future research is been provided.

Key Words

image processing, melanoma, neural network, classifier, feature extraction.

Cite This Article

"Survey on early detection of melanoma", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 2, page no.425-430, February-2020, Available :http://www.jetir.org/papers/JETIR2002265.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Survey on early detection of melanoma", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 2, page no. pp425-430, February-2020, Available at : http://www.jetir.org/papers/JETIR2002265.pdf

Publication Details

Published Paper ID: JETIR2002265
Registration ID: 227901
Published In: Volume 7 | Issue 2 | Year February-2020
DOI (Digital Object Identifier):
Page No: 425-430
Country: Puducherry, Puducherry, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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