Statistical analysis of noise in MRI : modeling, filtering and estimation /: modeling, filtering and estimation. (2016)

• Record Type: Book
• Further Information: Note: Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero.
• Authors: Aja-Fernández, Santiago; Vegas-Sánchez-Ferrero, Gonzalo
• Contents: 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.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xxi, 327 pages), illustrations (some color)
• Subjects: 621.382/2; 004; Computer science; Signal processing -- Statistical methods; Magnetic resonance imaging -- Statistical methods; TECHNOLOGY & ENGINEERING -- Mechanical; Signal processing -- Statistical methods; Medical -- Biostatistics; Computers -- Computer Graphics; Computers -- Computer Simulation; Technology & Engineering -- Engineering (General); Probability & statistics; Image processing; Computer modelling & simulation; Biomedical engineering; Statistics; Computer vision; Computer simulation; Biomedical engineering; Computers -- Mathematical & Statistical Software; Maths for computer scientists; Electronic books
• Languages: English
• ISBNs: 9783319399348; 3319399349; 3319399330; 9783319399331
• Related ISBNs: 9783319399331
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLInk, viewed July 22, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.