Statistical Analysis of Noise in MRI

Modeling, Filtering and Estimation

Inbunden, Engelska, 2016

Av Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

2 299 kr

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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 usefulMRI datasets.

Produktinformation

  • Utgivningsdatum2016-07-27
  • Mått155 x 235 x 24 mm
  • Vikt757 g
  • FormatInbunden
  • SpråkEngelska
  • Antal sidor327
  • Upplaga16001
  • FörlagSpringer International Publishing AG
  • ISBN9783319399331