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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.
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