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Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases

Theory, Implementation, and Analysis

1st Edition - November 5, 2021

Authors: Saptarshi Chatterjee, Debangshu Dey, Sugata Munshi

Language: English
Paperback ISBN:
9 7 8 - 0 - 3 2 3 - 9 1 2 1 1 - 2
eBook ISBN:
9 7 8 - 0 - 3 2 3 - 9 1 4 6 6 - 6

Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases: Theory, Implementation, and Analysis provides comprehensive coverage on the development of computer-… Read more

Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases

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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.