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Author:
Paul, Joseph Suresh author.
Title:
Regularized image reconstruction in parallel MRI with MATLAB / Joseph Suresh Paul and Raji Susan Mathew.
Publisher:
CRC Press,
Copyright Date:
2020
Description:
xv, 305 pages : illustrations ; 26 cm
Subject:
MATLAB.
Magnetic resonance imaging.
Image reconstruction--Mathematical models.
Image processing.
MATLAB.
Other Authors:
Mathew, Raji Susan, author.
Notes:
Includes bibliographical references and index.
Contents:
Parallel MR image reconstruction -- Regularization techniques for MR image reconstruction -- Regularization parameter selection methods in parallel MR image reconstruction -- Multi-filter calibration for autocalibrating parallel MRI -- Parameter adaptation for wavelet regularization in parallel MRI -- Parameter adaptation for total variation based regularization in parallel MRI -- Combination of parallel magnetic resonance imaging and compressed sensing using L1-SPIRiT -- Matrix completion methods -- MATLAB codes.
Summary:
"This book provides a detailed discussion on the issues and challenges relating to choice and usage of regularization methods applied to pMRI reconstruction algorithms. The book summarizes aspects required for judiciously choosing regularization parameters for artifact and noise free reconstruction with relevance to specific reconstruction variant"-- Provided by publisher.
ISBN:
0815361475
9780815361473
OCLC:
(OCoLC)1133663853
LCCN:
2019030545
Locations:
USUX851 -- Iowa State University - Parks Library (Ames)

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