Statistical Analysis of Noise in MRI

1. The Problem of Noise in MRI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

Part I. Noise Models and the Noise Analysis Problem

2. Acquisition and Reconstruction of Magnetic Resonance Imaging
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

3. Statistical Noise Models for MRI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

4. Noise Analysis in MRI: Overview
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

5. Noise Filtering in MRI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

Part II. Noise Analysis in Nonaccelerated Acquisitions

6. Noise Estimation in the Complex Domain
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

7. Noise Estimation in Single-Coil MR Data
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

8. Noise Estimation in Multiple–Coil MR Data
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

9. Parametric Noise Analysis from Correlated Multiple-Coil MR Data
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

Part III. Noise Estimators in pMRI

10. Parametric Noise Analysis in Parallel MRI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

11. Blind Estimation of Non-stationary Noise in MRI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero

Keywords: Computer Science, Probability and Statistics in Computer Science, Statistics for Life Sciences, Medicine, Health Sciences, Image Processing and Computer Vision, Simulation and Modeling, Biomedical Engineering