Recent Trends in Computer-Aided Diagnostic Systems for Skin Diseases: Theory, Implementation, and Analysis

By Debangshu Dey, Sugata Munshi, Saptarshi Chatterjee

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.

• Format: Paperback
• Language: English
• ISBN: 0323912117
• ISBN13: 9780323912112
• Release Date: November 2021
• Publisher: Academic Press
• Length: 204 Pages
• Weight: 0.79 lbs.
• Dimensions: 0.4" x 7.5" x 9.3"