| Description |
1 online resource illustrations |
| 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.
|
|
Diagnostic imaging -- Digital techniques.
|
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Diagnostic imaging -- Digital techniques
|
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Skin -- Diseases -- Diagnosis
|
| Form |
Electronic book
|
| Author |
Dey, Debangshu, author
|
|
Munshi, Sugata, author
|
| ISBN |
0323914667 |
|
9780323912112 |
|
0323912117 |
|
9780323914666 |
|
