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

AUTHOR Munshi, Sugata; Dey, Debangshu; Chatterjee, Saptarshi
PUBLISHER Academic Press (11/05/2021)
PRODUCT TYPE Paperback (Paperback)

Description

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.

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Product Format
Product Details
ISBN-13: 9780323912112
ISBN-10: 0323912117
Binding: Paperback or Softback (Trade Paperback (Us))
Content Language: English
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Page Count: 204
Carton Quantity: 19
Product Dimensions: 7.50 x 0.43 x 9.25 inches
Weight: 0.79 pound(s)
Country of Origin: US
Subject Information
BISAC Categories
Computers | Image Processing
Computers | Life Sciences - Human Anatomy & Physiology
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publisher marketing

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.

Show More
Your Price  $128.70
Paperback