Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases

By Saptarshi Chatterjee, this book 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.

Key Features

• Demonstrates extensive calculations for illustrating the theoretical analysis of advanced image processing and machine learning techniques.
• Provides a comprehensive coverage on the development of various signal processing tools for the extraction of statistical and clinically correlated features from skin lesion images.
• Describes image processing and machine learning techniques for improved uniform evaluation and diagnosis of skin disorders.

Book Details

Publisher: Elsevier Science

Publication Date: November 7, 2021

Language: English

ISBN: 9780323912112, 9780323914666