Statistical Analysis of Noise in MRI: Modeling, Filtering and Estimation - Couverture rigide

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

 
9783319399331: Statistical Analysis of Noise in MRI: Modeling, Filtering and Estimation
Couverture rigide
ISBN 10 : 3319399330 ISBN 13 : 9783319399331
Editeur : Springer International Publishing AG, 2016

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2016
Langue
anglais
ISBN 10 
3319399330
ISBN 13 
9783319399331
Reliure
Relié
Numéro d'édition
1
Nombre de pages
348
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9783319820002: Statistical Analysis of Noise in MRI: Modeling, Filtering and Estimation

Edition présentée

ISBN 10 :  3319820001 ISBN 13 :  9783319820002
Editeur : Springer, 2018
Couverture souple