| Description |
1 online resource illustrations |
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text rdacontent |
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still image rdacontent |
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computer rdamedia |
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online resource rdacarrier |
| Summary |
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. |
| Subject |
Skin -- Diseases -- Diagnosis.
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Diagnostic imaging -- Digital techniques.
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Peau -- Maladies -- Diagnostic.
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Imagerie pour le diagnostic -- Techniques numériques.
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Diagnostic imaging -- Digital techniques
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Skin -- Diseases -- Diagnosis
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| Added Author |
Dey, Debangshu, author.
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Munshi, Sugata, author.
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| Other Form: |
Print version : 9780323912112 |
| ISBN |
0323914667 |
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9780323912112 (electronic bk.) |
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0323912117 (electronic bk.) |
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9780323914666 9780323912112 (pbk.) (e-book) |
| Standard No. |
UKMGB 020357825 |
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