Pattern recognition and signal analysis in medical imaging / Anke Meyer-Baese and Volker Schmid.
Material type:
TextPublication details: Amsterdam : Academic Press, c2014.Edition: 2nd edDescription: xxi, 444 p. : illustrations ; 25 cmISBN: - 9780124095458
- 23 M613 616.0754
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 616.0754 M613 (Browse shelf(Opens below)) | Available | 135746 |
Browsing ISI Library, Kolkata shelves Close shelf browser (Hides shelf browser)
| 616.0754 K49 Handbook of medical imaging | 616.0754 L582 Medical imaging system technology | 616.0754 M613 Pattern recognition for medical imaging | 616.0754 M613 Pattern recognition and signal analysis in medical imaging / | 616.0754 M945 Biomedical imaging | 616.0754 P955 Medical imaging signals and systems / | 616.0754 R196 Biomedical signal analysis |
Preceded by Pattern recognition for medical imaging / Anke Meyer-Bäse. 2004.
Includes bibliographical references and index.
1. Introduction--
2. Feature selection and extraction--
3. Subband coding and wavelet transform--
4. The wavelet transform in medical imaging--
5. Genetic algorithms--
6. Statistical and syntactic pattern recognition--
7. Foundations of neural networks--
8. Transformation and signal-separation neural networks--
9. Neuro-fuzzy classification--
10. Specialized neural networks relevant to bioimaging--
11. Spato-temporal models in functional and perfusion imaging--
12. Analysis of dynamic susceptibility contrast MRI time-series based on unsupervised clustering methods--
13. Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI--
Glossary--
References--
Index.
This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging.
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