SVD Compression for Magnetic Resonance Fingerprinting in the Time Domain

Magnetic resonance (MR) fingerprinting is a technique for acquiring and processing MR data that simultaneously provides quantitative maps of different tissue parameters through a pattern recognition algorithm. A predefined dictionary models the possible signal evolutions simulated using the Bloch eq...

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Bibliographic Details
Published in:	IEEE transactions on medical imaging Vol. 33; no. 12; pp. 2311 - 2322
Main Authors:	McGivney, Debra F., Pierre, Eric, Dan Ma, Yun Jiang, Saybasili, Haris, Gulani, Vikas, Griswold, Mark A.
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2014 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Approximation methods Brain - anatomy & histology Compressing Data Compression - methods Dictionaries Dimensionality reduction Fingerprinting Humans Image Processing, Computer-Assisted - methods Image reconstruction Magnetic resonance magnetic resonance imaging Magnetic Resonance Imaging - methods Mathematical analysis Mathematical model Mathematical models Pattern recognition pattern recognition and classification Phantoms, Imaging Signal to noise ratio singular value decomposition Vectors
ISSN:	0278-0062, 1558-254X, 1558-254X
Online Access:	Get full text
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