Pattern recognition and signal analysis in medical imaging /

Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic as...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Meyer-B�ase, Anke (Autor), Schmid, Volker (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford, UK : Academic Press, 2014.
Edición:Second edition.
Temas:
Diagnostic imaging.
Image processing.
Magnetic resonance imaging.
Pattern perception.
Pattern recognition systems.
Diagnostic Imaging > methods
Pattern Recognition, Automated
Image Processing, Computer-Assisted
Mathematical Computing
Diagnostic Imaging
Magnetic Resonance Imaging
Imagerie pour le diagnostic.
Traitement d'images.
Imagerie par r�esonance magn�etique.
Perception des structures.
Reconnaissance des formes (Informatique)
image processing.
HEALTH & FITNESS > Diseases > General.
MEDICAL > Clinical Medicine.
MEDICAL > Diseases.
MEDICAL > Evidence-Based Medicine.
MEDICAL > Internal Medicine.
Pattern recognition systems
Diagnostic imaging
Image processing
Magnetic resonance imaging
Pattern perception
Acceso en línea:Texto completo
Tabla de Contenidos:
  • List of Symbols
  • 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. Spatio-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

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