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Research Paper | Computers in Biology and Medicine | India | Volume 12 Issue 3, March 2023 | Popularity: 4.4 / 10
Design and Development of Skin Cancer Prediction Using Machine Learning Over Live Cloud Infrastructure
Dr. Prasanna Lakshmi G S
Abstract: According to world cancer Research fund 30, 000 people are affected by skin cancer per year. Skin cancer the abnormal growth of skin cells, most often develops on skin exposed to the sun. But this common form of cancer can also occur on areas of your skin not ordinarily exposed to sunlight. There are two major types of skin cancer are Melanoma, Benign. Automated diagnosis of various skin lesion diseases through medical dermoscopy images is still a very challenging task. In this paper, an integrated model for segmentation of skin lesion boundaries and classification of skin lesions is proposed by cascading novel deep learning networks. In the first stage, a novel full resolution convolutional networks (FrCN) is utilized to segment the boundaries of skin lesions from dermoscopy images. Then, the segmented lesions are passed into a deep residual network for classification.
Keywords: Computer Aided Diagnosis, support vector machine
Edition: Volume 12 Issue 3, March 2023
Pages: 153 - 157
DOI: https://www.doi.org/10.21275/SR23302194246
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