CNN Comparative Analysis for Skin Cancer Classification
Mahima Chowdary Mannava, Bhavana Tadigadapa, Devitha Anil, Aparna S Dev, Tricha Anjali, Amrita Vishwa Vidyapeetham
20222022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)30 citationsDOI
Abstract
The biggest danger to humanity right now is cancer because of how quickly it is spreading. Skin cancer is the most frequent malignancy [1], and it is spreading at an alarming rate [2]. Many people benefit from early detection of this cancer using only photographs since it allows them to cure it [3]. Simply by feeding the system photos of the skin's surface and using novel image processing and image segmentation with deep learning architectures, the presence of cancer may be determined.
Topics & Concepts
Skin cancerSegmentationComputer scienceArtificial intelligenceCancerMalignancyImage segmentationCancer detectionDeep learningComputer visionPattern recognition (psychology)MedicinePathologyInternal medicineCutaneous Melanoma Detection and ManagementNonmelanoma Skin Cancer StudiesSkin Protection and Aging