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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 diagnosi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Chatterjee, Saptarshi (Autor), Dey, Debangshu (Autor), Munshi, Sugata (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : Academic Press, 2021.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Chatterjee, Saptarshi,  |e author. 
245 1 0 |a Recent trends in computer-aided diagnostic systems for skin diseases  |b theory, implementation, and analysis /  |c Saptarshi Chatterjee, Debangshu Dey, Sugata Munshi. 
264 1 |a Amsterdam :  |b Academic Press,  |c 2021. 
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520 |a 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. 
650 0 |a Skin  |x Diseases  |x Diagnosis. 
650 0 |a Diagnostic imaging  |x Digital techniques. 
650 6 |a Peau  |x Maladies  |x Diagnostic.  |0 (CaQQLa)201-0056256 
650 6 |a Imagerie pour le diagnostic  |x Techniques num�eriques.  |0 (CaQQLa)201-0395388 
650 7 |a Diagnostic imaging  |x Digital techniques.  |2 fast  |0 (OCoLC)fst00892359 
650 7 |a Skin  |x Diseases  |x Diagnosis.  |2 fast  |0 (OCoLC)fst01120073 
700 1 |a Dey, Debangshu,  |e author. 
700 1 |a Munshi, Sugata,  |e author. 
776 0 8 |i Print version :  |z 9780323912112 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780323912112  |z Texto completo