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2020 | OriginalPaper | Chapter

A Mini Review on Parallel Processing of Brain Magnetic Resonance Imaging

Authors : Ayca Kirimtat, Ondrej Krejcar, Rafael Dolezal, Ali Selamat

Published in: Bioinformatics and Biomedical Engineering

Publisher: Springer International Publishing

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Abstract

Parallel processing is an execution of processes that make computation and calculation on many things simultaneously. In addition, parallel processing methods are applied extensively to the examination of MR imaging in treatment. As parallel computer systems become larger and faster at the present time; scientists, researchers and engineers are eventually able to find solutions to the problems in medicine, which had been taken too long to run before. Therefore, various fields including medicine and bioinformatics have already taken the advantages of parallel processing. In this review study, we deal with analyzing key concepts and eminent parallel processing methods that have been used to analyze the brain MRI images. In addition to this, we indicate great number of examples from the current literature in a comprehensive literature matrix. Based on the literature matrix that is created according to the Web of Science analysis, information graphics are presented in a comprehensive manner. As a result, parallel processing methods in brain magnetic resonance imaging offer powerful replacements to computer clusters in order to run large, disseminated solicitations.

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Literature
2.
8.
go back to reference South-Paul, J.E., Matheny, S.C., Lewis, E.L.: Current Diagnosis & Treatment in Family Medicine, 3rd edn. McGraw-Hill Medical, New York (2011) South-Paul, J.E., Matheny, S.C., Lewis, E.L.: Current Diagnosis & Treatment in Family Medicine, 3rd edn. McGraw-Hill Medical, New York (2011)
24.
go back to reference Hernández, M., et al.: Accelerating fibre orientation estimation from diffusion weighted magnetic resonance imaging using GPUs. PLOS One 8(4), e61892 (2013)CrossRef Hernández, M., et al.: Accelerating fibre orientation estimation from diffusion weighted magnetic resonance imaging using GPUs. PLOS One 8(4), e61892 (2013)CrossRef
33.
go back to reference Helmchen, C., Mohr, C., Erdmann, C., Binkofski, F., Büchel, C.: Neural activity related to self-versus externally generated painful stimuli reveals distinct differences in the lateral pain system in a parametric fMRI study. Hum. Brain Mapp. 27(9), 755–765 (2006). https://doi.org/10.1002/hbm.20217CrossRefPubMed Helmchen, C., Mohr, C., Erdmann, C., Binkofski, F., Büchel, C.: Neural activity related to self-versus externally generated painful stimuli reveals distinct differences in the lateral pain system in a parametric fMRI study. Hum. Brain Mapp. 27(9), 755–765 (2006). https://​doi.​org/​10.​1002/​hbm.​20217CrossRefPubMed
39.
go back to reference Trzasko, J., Haider, C., Manduca, A.: Practical nonconvex compressive sensing reconstruction of highly-accelerated 3D parallel MR angiograms. In: 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, pp. 274–277 (2009). https://doi.org/10.1109/isbi.2009.5193037 Trzasko, J., Haider, C., Manduca, A.: Practical nonconvex compressive sensing reconstruction of highly-accelerated 3D parallel MR angiograms. In: 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, pp. 274–277 (2009). https://​doi.​org/​10.​1109/​isbi.​2009.​5193037
49.
go back to reference Minati, L.: Fast computation of voxel-level brain connectivity maps from resting-state functional MRI using l1-norm as approximation of Pearson’s temporal correlation: proof-of-concept and example vector hardware implementation. Med. Eng. 36, 1212–1217 (2014)CrossRef Minati, L.: Fast computation of voxel-level brain connectivity maps from resting-state functional MRI using l1-norm as approximation of Pearson’s temporal correlation: proof-of-concept and example vector hardware implementation. Med. Eng. 36, 1212–1217 (2014)CrossRef
51.
go back to reference Lin, W., Börnert, P., Huang, F., Duensing, G.R., Reykowski, A.: Generalized GRAPPA operators for wider spiral bands: rapid self-calibrated parallel reconstruction for variable density spiral MRI. Magn. Reson. Med. 66(4), 1067–1078 (2011). https://doi.org/10.1002/mrm.22900. Generalized GRAPPA Operator for Wider Spiral Bands (GROWL)CrossRefPubMed Lin, W., Börnert, P., Huang, F., Duensing, G.R., Reykowski, A.: Generalized GRAPPA operators for wider spiral bands: rapid self-calibrated parallel reconstruction for variable density spiral MRI. Magn. Reson. Med. 66(4), 1067–1078 (2011). https://​doi.​org/​10.​1002/​mrm.​22900. Generalized GRAPPA Operator for Wider Spiral Bands (GROWL)CrossRefPubMed
Metadata
Title
A Mini Review on Parallel Processing of Brain Magnetic Resonance Imaging
Authors
Ayca Kirimtat
Ondrej Krejcar
Rafael Dolezal
Ali Selamat
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-45385-5_43

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