Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases

Theory, Implementation, and Analysis

von Saptarshi Chatterjee, Sugata Munshi, Debangshu Dey

204 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases: Theory, Implementation, and Analysis provides comprehensive coverage on the development of computer-aided diagnostic (CAD) systems employing image processing and machine learning tools for improved, uniform evaluation and diagnosis (avoiding subjective judgment) of skin disorders. The methods and tools are described in a general way so that these tools can be applied not only for skin diseases but also for a wide range of analogous problems in the domain of biomedical systems. Moreover, quantification of clinically relevant information that can associate the findings of physicians/experts is the most challenging task of any CAD system. This book gives all the details in a step-by-step form for different modules so that the readers can develop each of the modules like preprocessing, feature extraction/learning, disease classification, as well as an entire expert diagnosis system themselves for their own applications.

• Reihe: Academic Press
• ISBN: 9780323912112
• Sprache: Englisch
• Erscheinungsdatum: 06.12.2021
• Größe: 235 x 191 mm
• Verlag: Elsevier Inc