Signal Processing for Magnetic Resonance Imaging and Spectroscopy
Marcel Dekker Inc (Verlag)
978-0-8247-0653-1 (ISBN)
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This reference/text contains the latest signal processing techniques in magnetic resonance imaging (MRI) and magnetic resonance spectroscopy (MRS) for more efficient clinical diagnoses-providing ready-to-use algorithms for image segmentation and analysis, reconstruction and visualization, and removal of distortions and artifacts for increased detection of disease. Detailing cost-effective procedures for improved image and spectrum quality, "Signal Processing for Magnetic Resonance Imaging and Spectroscopy" discusses the evaluation of specific shapes and geometric features in MR images; modern strategies for MR data processing; the characterization and analysis of cerebral, muscular, and cardiac tissues; wavelet transform and projection on convex sets (POCS), methods for image reconstruction, restoration, and enhancement; and effective methods for the reduction of ghost artifacts.
Introduction to image reconstruction; wavelet-based multiresolution local tomography; the point spread function of convolution regridding reconstruction; mapping motion and strain with MRI; rotational motion artifact suppression based on fuzzy POCS; tagged MR cardiac imaging; functional MR image visualization and signal processing methods; multiscale segmentation of volumetric MR brain images; a precise segmentation of the cerebral cortex from 3D MRI using cellular model and homotopic deformations; feature space analysis of MRI; geometric approaches for segmentation and signal detection in functional MRI analysis; MR image segmentation and analysis based on neural networks; stochastic model based image analysis; functional MR image analysis; tagged MRI image analysis.
Erscheint lt. Verlag | 20.2.2002 |
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Verlagsort | New York |
Sprache | englisch |
Gewicht | 1043 g |
Themenwelt | Mathematik / Informatik ► Informatik |
Medizinische Fachgebiete ► Radiologie / Bildgebende Verfahren ► Kernspintomographie (MRT) | |
Naturwissenschaften ► Physik / Astronomie ► Optik | |
Technik ► Nachrichtentechnik | |
ISBN-10 | 0-8247-0653-6 / 0824706536 |
ISBN-13 | 978-0-8247-0653-1 / 9780824706531 |
Zustand | Neuware |
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