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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| 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. | |
| 300 | |a 1 online resource |b illustrations | ||
| 336 | |a text |2 rdacontent | ||
| 336 | |a still image |2 rdacontent | ||
| 337 | |a computer |2 rdamedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 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 |