Advanced Image Processing in Magnetic Resonance Imaging
Published on 3. October 2018
632 pages
978-1-4200-2866-9 (ISBN)
Description
The popularity of magnetic resonance (MR) imaging in medicine is no mystery: it is non-invasive, it produces high quality structural and functional image data, and it is very versatile and flexible. Research into MR technology is advancing at a blistering pace, and modern engineers must keep up with the latest developments. This is only possible with a firm grounding in the basic principles of MR, and Advanced Image Processing in Magnetic Resonance Imaging solidly integrates this foundational knowledge with the latest advances in the field.
Beginning with the basics of signal and image generation and reconstruction, the book covers in detail the signal processing techniques and algorithms, filtering techniques for MR images, quantitative analysis including image registration and integration of EEG and MEG techniques with MR, and MR spectroscopy techniques. The final section of the book explores functional MRI (fMRI) in detail, discussing fundamentals and advanced exploratory data analysis, Bayesian inference, and nonlinear analysis. Many of the results presented in the book are derived from the contributors' own work, imparting highly practical experience through experimental and numerical methods.
Contributed by international experts at the forefront of the field, Advanced Image Processing in Magnetic Resonance Imaging is an indispensable guide for anyone interested in further advancing the technology and capabilities of MR imaging.
Beginning with the basics of signal and image generation and reconstruction, the book covers in detail the signal processing techniques and algorithms, filtering techniques for MR images, quantitative analysis including image registration and integration of EEG and MEG techniques with MR, and MR spectroscopy techniques. The final section of the book explores functional MRI (fMRI) in detail, discussing fundamentals and advanced exploratory data analysis, Bayesian inference, and nonlinear analysis. Many of the results presented in the book are derived from the contributors' own work, imparting highly practical experience through experimental and numerical methods.
Contributed by international experts at the forefront of the field, Advanced Image Processing in Magnetic Resonance Imaging is an indispensable guide for anyone interested in further advancing the technology and capabilities of MR imaging.
More details
Series
Language
English
Place of publication
Baton Rouge
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Engineers, researchers, and students in medical imaging, biomedical science and engineering, signal and image processing, MRI physics, biomedical imaging, and medical physics.
Illustrations
151 s/w Abbildungen, 6 farbige Abbildungen, 5 s/w Tabellen, 47 s/w Photographien bzw. Rasterbilder
5 Tables, black and white; 47 Halftones, black and white; 6 Illustrations, color; 151 Illustrations, black and white
File size
12,07 MB
ISBN-13
978-1-4200-2866-9 (9781420028669)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Luigi Landini | Vincenzo Positano | Maria Santarelli
Advanced Image Processing in Magnetic Resonance Imaging
Book
09/2005
1st Edition
CRC Press
€315.40
Article not available at the moment
Persons
Landini, Luigi; Positano, Vincenzo; Santarelli, Maria
Content
Signal and Image Generation and Reconstruction. SNR Improvement and Inhomogeneities Correction. Image Processing and Quantitative Analysis. Spectroscopy, Diffusion, and Elasticity: From Modeling to Parametric Image Generation. BOLD Contrast MR Imaging and fMRI Signal Analysis. Index.
