Magnetic Resonance in Medicine · 1996 · 42 citations · 15 references
MedicineRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyDigital Image ProcessingImage ProcessingImagingMagnetic Resonance ImagingMedical ImagingUltrasound ImagingDynamic Image ReconstructionDynamic ImagingDynamic Imaging AnalysisImaging Signal ProcessingSignal Processing In Medical ImagingSingular Value AnalysisSingular Value DecompositionSpatial Resolution Analysis
In the paper, the results of a fast gradient-echo implementation of the singular value decomposition (SVD) encoding technique for dynamic imaging are presented. The method used is an adaptation with several critical modifications of a keyholetype approach previously proposed but not implemented. The method was tested by imaging the events following injection of a contrast agent into a phantom, producing a series of dynamic image updates. It is demonstrated that, for this type of application, the SVD encoding technique adequately follows dynamic changes with even a small number of encodes. The result is compared qualitatively to that obtained by standard Fourier-based keyhole imaging and is shown to provide improved spatial resolution of dynamic events when updating with the same number of encodes.
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P. W. Hawkes · Nature · 1978 · 831 citations · Full text
John W. Woods · Proceedings of the IEEE · 1978 · 700 citations
Anil Kumar · Journal of Magnetic Resonance (1969) · 1975 · 303 citations