Skin Melanoma Detection Using Image Augmentation

• Published in: 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) pp. 1624 - 1630
• Main Authors: Sivabalaselvamani, D., Nanthini, K., Selvakarthi, D., Niranchan, V.M., Kumar, L. Saravana, Swetha, P.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.09.2023
• Subjects: Classification; Computational modeling; Computer architecture; Convolutional Neural Network; Deep learning; Dermascopic images; EfficientNet b3; Feature extraction; Melanoma; Predictive models; Skin melanoma; Training

In order to effectively treat skin malignancy, a fatal kind of skin cancer, early detection and precise diagnosis are essential. Deep learning approaches have recently demonstrated promising outcomes in automating melanoma identification through examination of dermoscopic images. In contrast to comp...