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A Survey on Computer-Aided Intelligent Methods to Identify and Classify Skin Cancer.

Authors :
Jeyakumar, Jacinth Poornima
Jude, Anitha
Priya, Asha Gnana
Hemanth, Jude
Source :
Informatics; Dec2022, Vol. 9 Issue 4, p99, 14p
Publication Year :
2022

Abstract

Melanoma is one of the skin cancer types that is more dangerous to human society. It easily spreads to other parts of the human body. An early diagnosis is necessary for a higher survival rate. Computer-aided diagnosis (CAD) is suitable for providing precise findings before the critical stage. The computer-aided diagnostic process includes preprocessing, segmentation, feature extraction, and classification. This study discusses the advantages and disadvantages of various computer-aided algorithms. It also discusses the current approaches, problems, and various types of datasets for skin images. Information about possible future works is also highlighted in this paper. The inferences derived from this survey will be useful for researchers carrying out research in skin cancer image analysis. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22279709
Volume :
9
Issue :
4
Database :
Complementary Index
Journal :
Informatics
Publication Type :
Academic Journal
Accession number :
160987319
Full Text :
https://doi.org/10.3390/informatics9040099