Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases: Theory, Implementation, and Analysis - Chatterjee, Saptarshi (Electrical Engineering Department, Jadavpur University, Kolkata, India) - Bøger - Elsevier Science & Technology - 9780323912112 - 5. november 2021
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Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases: Theory, Implementation, and Analysis

Chatterjee, Saptarshi (Electrical Engineering Department, Jadavpur University, Kolkata, India)

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

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.


204 pages

Medie Bøger     Paperback Bog   (Bog med blødt omslag og limet ryg)
Udgivet 5. november 2021
ISBN13 9780323912112
Forlag Elsevier Science & Technology
Antal sider 204
Mål 191 × 235 × 11 mm   ·   358 g
Sprog Engelsk