Guide to medical image analysis : methods and algorithms /

Guide to medical image analysis : methods and algorithms /

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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
Main Author: Toennies, Klaus D
Format: Book
Language:English
Published: London ; New York : Springer, c2012
London ; New York : ©2012
London : c2012
Series:Advances in Computer Vision and Pattern Recognition
Advances in computer vision and pattern recognition
Advances in computer vision and pattern recognition
Subjects:
Diagnostic imaging > Data processing > Handbooks, manuals, etc
Diagnostic imaging > Digital techniques > Handbooks, manuals, etc
Diagnostic imaging > Data processing
Diagnostic imaging > Digital techniques
Informatique
Diagnostic Imaging
Image Enhancement > methods
Computer science
Computer vision
Image Processing and Computer Vision
Imaging / Radiology
Radiology, Medical
Electronic books
Handbooks and manuals
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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