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OverviewThe goal of this volume is to summarize the state-of-the-art in the utilization of computer vision techniques in the diagnosis of skin cancer. Malignant melanoma is one of the most rapidly increasing cancers in the world. Early diagnosis is particularly important since melanoma can be cured with a simple excision if detected early. In recent years, dermoscopy has proved valuable in visualizing the morphological structures in pigmented lesions. However, it has also been shown that dermoscopy is difficult to learn and subjective. Newer technologies such as infrared imaging, multispectral imaging, and confocal microscopy, have recently come to the forefront in providing greater diagnostic accuracy. These imaging technologies presented in this book can serve as an adjunct to physicians and provide automated skin cancer screening. Although computerized techniques cannot as yet provide a definitive diagnosis, they can be used to improve biopsy decision-making as well as early melanoma detection, especially for patients with multiple atypical nevi. Full Product DetailsAuthor: Jacob Scharcanski , M. Emre CelebiPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: 2014 ed. Dimensions: Width: 15.50cm , Height: 2.30cm , Length: 23.50cm Weight: 0.606kg ISBN: 9783642396076ISBN 10: 3642396070 Pages: 282 Publication Date: 10 October 2013 Audience: Professional and scholarly , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsEnhancement of skin images.- Registration of skin images.- Segmentation of skin images.- Feature extraction from skin images.- Classification of skin images.ReviewsFrom the reviews: Researchers specializing in applying mathematical principles for generating an accurate computer analysis of dermatoscopic images of pigmented lesions may want to read this book. ... The purpose is to provide current information on computer visualization of pigmented skin lesions and skin cancers. The audience is researchers in the field. (Patricia Wong, Doody's Book Reviews, February, 2014) Author InformationTab Content 6Author Website:Countries AvailableAll regions |