Recent Trends in Computer-aided Diagnostic Systems for Skin Diseases (ePub)
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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.
- 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
- Autoren: Saptarshi Chatterjee , Debangshu Dey , Sugata Munshi
- 2021, 204 Seiten, Englisch
- Verlag: Elsevier Science & Techn.
- ISBN-10: 0323914667
- ISBN-13: 9780323914666
- Erscheinungsdatum: 07.11.2021
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: ePub
- Größe: 11 MB
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