Regularized image reconstruction in parallel MRI with MATLAB

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"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"--

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Title Statements

Full title :Regularized image reconstruction in parallel MRI with MATLAB / Joseph Suresh Paul and Raji Susan Mathew.

Summary

Edition Statements

Publication Date:2020

Publication Statements

Publisher(s):Taylor & Francis Group
Place of Publication:Boca Raton
Language:eng
Publication Date:2020

Notes

"A CRC title."

The Physical Object

Description:1 online resource (xv, 305 pages)

Edition Identifiers

ISBN:9781351029247, 135102924X, 9781351029254, 1351029258, 9781351029261, 1351029266
oclc:on1133662083
LC Classification:QC762.6.M34
Dewey Decimal:616.07/548

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.

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