TY  - BOOK
AU  - Meyer-Base,Anke
AU  - Schmid,Volker
TI  - Pattern recognition and signal analysis in medical imaging
SN  - 9780124095458
U1  - 616.0754 23
PY  - 2014///
CY  - Amsterdam
PB  - Academic Press
KW  - Diagnostic imaging
KW  - Pattern perception
KW  - Image processing
KW  - Magnetic resonance imaging
KW  - Diagnostic Imaging
KW  - methods
KW  - Automated Pattern Recognition
KW  - Computer-Assisted Image Processing
KW  - Mathematical Computing
N1  - 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
N2  - This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging
ER  -