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: | , , |
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Format: | Tagungsbericht |
Sprache: | eng |
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Online-Zugang: | Volltext |
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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%. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0168906 |