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Computer Vision Techniques for the Diagnosis of Skin Cancer


Menge:  Stück  
Produktinformationen
cover
cover
Artikel-Nr.:
     5667A-9783642396076
Hersteller:
     Springer Verlag
Herst.-Nr.:
     9783642396076
EAN/GTIN:
     9783642396076
Suchbegriffe:
allgemeine Technikbücher
allgemeine Technikbücher - englisch...
allgemeine technikbücher - englisch...
The 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.
Weitere Informationen:
Author:
Jacob Scharcanski; M. Emre Celebi
Verlag:
Springer Berlin
Sprache:
eng
Weitere Suchbegriffe: Computer Vision Medical, Computer-aided Diagnonsis, Confocal Spectroscopy, Dermoscopy, Malignant Melanoma, Medical Image Anaylsis, Multispectral Imaging, Skin Cancer Screening, Skin Infrared Imaging
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