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A Survey on Computer-Aided Intelligent Methods to Identify and Classify Skin Cancer.
- 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]
- Subjects :
- SKIN cancer
SKIN imaging
COMPUTER-aided diagnosis
FEATURE extraction
IMAGE analysis
Subjects
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