Guide to Medical Image Analysis Methods and Algorithms /

Analysis of medical imaging poses special challenges distinct from traditional image analysis. Furthermore, the analysis must fit into the clinical workflow within which it has been requested. This important guide/reference presents a comprehensive overview of medical image analysis. Highly practica...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Toennies, Klaus D. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Advances in Computer Vision and Pattern Recognition,
Temas:
Computer vision.
Radiology.
Computer Vision.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Analysis of Medical Images
  • Digital Image Acquisition
  • Image Storage and Transfer
  • Image Enhancement
  • Feature Detection
  • Segmentation: Principles and Basic Techniques
  • Segmentation in Feature Space
  • Segmentation as a Graph Problem
  • Active Contours and Active Surfaces
  • Registration and Normalization
  • Detection and Segmentation by Shape and Appearance
  • Classification and Clustering
  • Validation
  • Optimisation of Markov Random Fields
  • Variational Calculus
  • Principal Component Analysis
  • References.

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