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Statistical Analysis of Noise in MRI

Modeling, Filtering and Estimation

Authors: Aja-Fernández, Santiago, Vegas-Sánchez-Ferrero, Gonzalo

  • Provides comprehensive coverage of the field within a single, unified framework
  • Presents a unique overview of the various techniques for noise estimation, explaining which method is best applied for different scanners and types of data
  • Includes practical solutions for noise problems that can be directly implemented in MRI-related software
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Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-319-39934-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-39933-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This unique text presents a comprehensive review of methods for modeling signal and noise in magnetic resonance imaging (MRI), providing a systematic study, classifying and comparing the numerous and varied estimation and filtering techniques. Features: provides a complete framework for the modeling and analysis of noise in MRI, considering different modalities and acquisition techniques; describes noise and signal estimation for MRI from a statistical signal processing perspective; surveys the different methods to remove noise in MRI acquisitions from a practical point of view; reviews different techniques for estimating noise from MRI data in single- and multiple-coil systems for fully sampled acquisitions; examines the issue of noise estimation when accelerated acquisitions are considered, and parallel imaging methods are used to reconstruct the signal; includes appendices covering probability density functions, combinations of random variables used to derive estimators, and useful MRI datasets.

Reviews

“The book is presented in a simple and lucid manner, starting with the basics of MRI noise and its analysis with simple models, progressing to an analysis using complex models and the noise issues in multi-coil and parallel acquisition schemes. Overall the book is self-contained to help the beginners … .” (Pramod Kumar Pisharady, IAPR Newsletter , Vol. 40 (2), 2018)

Table of contents (11 chapters)

  • The Problem of Noise in MRI

    Aja-Fernández, Santiago (et al.)

    Pages 1-6

  • Acquisition and Reconstruction of Magnetic Resonance Imaging

    Aja-Fernández, Santiago (et al.)

    Pages 9-29

  • Statistical Noise Models for MRI

    Aja-Fernández, Santiago (et al.)

    Pages 31-71

  • Noise Analysis in MRI: Overview

    Aja-Fernández, Santiago (et al.)

    Pages 73-88

  • Noise Filtering in MRI

    Aja-Fernández, Santiago (et al.)

    Pages 89-119

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-319-39934-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-39933-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Analysis of Noise in MRI
Book Subtitle
Modeling, Filtering and Estimation
Authors
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-39934-8
DOI
10.1007/978-3-319-39934-8
Hardcover ISBN
978-3-319-39933-1
Edition Number
1
Number of Pages
XXI, 327
Number of Illustrations and Tables
73 b/w illustrations, 99 illustrations in colour
Topics