UGC Approved Journal no 63975(19)

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

Volume 10 Issue 2
February-2023
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2302309


Registration ID:
508780

Page Number

d96-d102

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Title

Incorporating Deep Convolutional Neural Networks for Melanoma Classification

Abstract

Skin cancer occurs when abnormal skin cells multiply out of control. Malignant skin tumours grow when DNA damage in the skin goes unrepaired, causing mutations that result in genetic abnormalities that promote rapid cell division. The visual appearance of a skin cancer lesion is often employed as a diagnostic clue, making image processing a popular tool for this purpose. Ultimately, this work aims to help construct efficient and low-cost emergency assistance systems for medical image processing. which are computed in from photos of skin cancer in an effort to create diagnostic algorithms that may enhance emergency room triage procedures. In our study, we will use 'Convolutional Neural Networks(CNN) to categorise cases of skin cancer . This model outperforms the popular 'Support Vector Machine' (SVM) feature classifier in experiments. For the purpose of skin cancer categorization, this system has been shown to be more effective.

Key Words

DeepLearning, CNN, DNA, Melanoma

Cite This Article

"Incorporating Deep Convolutional Neural Networks for Melanoma Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 2, page no.d96-d102, February-2023, Available :http://www.jetir.org/papers/JETIR2302309.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

"Incorporating Deep Convolutional Neural Networks for Melanoma Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 2, page no. ppd96-d102, February-2023, Available at : http://www.jetir.org/papers/JETIR2302309.pdf

Publication Details

Published Paper ID: JETIR2302309
Registration ID: 508780
Published In: Volume 10 | Issue 2 | Year February-2023
DOI (Digital Object Identifier):
Page No: d96-d102
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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