Biomedical signal analysis : contemporary methods and applications

Biomedical signal analysis : contemporary methods and applications /

"Biomedical signal analysis has become one of the most important visualization and interpretation methods in biology and medicine. Many new and powerful instruments for detecting, storing, transmitting, analyzing, and displaying images have been developed in recent years, allowing scientists an...

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Bibliographic Details
Online Access: Full text (MCPHS users only)
Main Author: Theis, Fabian J.
Other Authors: Meyer-Bäse, Anke
Format: Electronic eBook
Language:English
Published: Cambridge, Mass. : MIT Press, 2010
Subjects:
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.
Magnetic Resonance Imaging > methods
Algorithms
Image Processing, Computer-Assisted
Magnetic Resonance Imaging
Diagnostic Imaging
image processing.
algorithms.
Local Note:ProQuest Ebook Central
Table of Contents:
  • Foundations of medical imaging and signal recording
  • Spectral transformations
  • Information theory and principal component analysis
  • Independent component analysis and blind source separation
  • Dependent component analysis
  • Pattern recognition techniques
  • Fuzzy clustering and genetic algorithms
  • Exploratory data analysis methods for fMRI
  • Low-frequency functional connectivity in fMRI
  • Classification of dynamic breast MR image data
  • Dynamic cerebral contrast-enhanced perfusion MRI
  • Skin lesion classification
  • Microscopic slice image processing and automatic labeling
  • NMR water artifact removal.

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