A melanoma skin cancer detection and analysis using dermoscopy image processing

In this manuscript, a new computer-aided diagnosis method for melanoma is analyzed. This paper aims to improve some of the existing methods and develop new techniques to facilitate exact, prompt, and dependable computer-based diagnosis of melanoma. This approach makes contributions to various stages...

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Hauptverfasser: Tomar, Kalyani, Panwar, Uday, Gupta, Ramji
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:In this manuscript, a new computer-aided diagnosis method for melanoma is analyzed. This paper aims to improve some of the existing methods and develop new techniques to facilitate exact, prompt, and dependable computer-based diagnosis of melanoma. This approach makes contributions to various stages of a computer-aided diagnostic system of melanoma; namely, image segmentation or border detection, feature extraction, feature selection, and classification. This analysis system is estimated using a database of 32 cancerous and non-cancerous images. It is established to be operating satisfactorily with a detection accuracy of about 96%, Sensitivity of 96%, and Specificity of 100%.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0168906