Statistical Analysis of Noise in MRI

Modeling, Filtering and Estimation

Häftad, Engelska, 2018

AvSantiago Aja-Fernández,Gonzalo Vegas-Sánchez-Ferrero

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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. describes noise and signal estimation for MRI from a statistical signal processing perspective;

Produktinformation

Utgivningsdatum2018-05-31
Mått155 x 235 x 18 mm
Vikt598 g
FormatHäftad
SpråkEngelska
Antal sidor327
FörlagSpringer International Publishing AG
ISBN9783319820002

Tillhör följande kategorier

The Problem of Noise in MRI.- Part I: Noise Models and the Noise Analysis Problem.- Acquisition and Reconstruction of Magnetic Resonance Imaging.- Statistical Noise Models for MRI.- Noise Analysis in MRI: Overview.- Noise Filtering in MRI.- Part II: Noise Analysis in Non-Accelerated Acquisitions.- Noise Estimation in the Complex Domain.- Noise Estimation in Single-Coil MR Data.- Noise Estimation in Multiple-Coil MR Data.- Parametric Noise Analysis from Correlated Multiple-Coil MR Data.- Part III: Noise Estimators in pMRI.- Parametric Noise Analysis in Parallel MRI.- Blind Estimation of Non-Stationary Noise in MRI.- Appendix A: Probability Distributions and Combination of Random Variables.- Appendix B: Variance Stabilizing Transformation.- Appendix C: Data Sets Used in the Experiments.