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

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.

General

Imprint:	Academic Press Inc
Country of origin:	United Kingdom
Release date:	November 2021
First published:	2022
Authors:	Saptarshi Chatterjee • Debangshu Dey • Sugata Munshi
Dimensions:	235 x 191mm (L x W)
Format:	Paperback
Pages:	204
ISBN-13:	978-0-323-91211-2
Categories:	Books > Medicine > Clinical & internal medicine > Dermatology Books > Medicine > Clinical & internal medicine > Medical diagnosis > General Books > Professional & Technical > Technology: general issues > Technical design > Computer aided design (CAD) Books > Computing & IT > Applications of computing > Image processing > General
LSN:	0-323-91211-7
Barcode:	9780323912112

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