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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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Toennies, Klaus D. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: London : Springer London : Imprint: Springer, 2012.
Edition:1st ed. 2012.
Series:Advances in Computer Vision and Pattern Recognition,
Subjects:
Computer vision.
Radiology.
Computer Vision.
Online Access:Texto Completo
Table of Contents:
  • 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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