ENLIVE: An Efficient Nonlinear Method for Calibrationless and Robust Parallel Imaging

Scientific Reports
H Christian M HolmeMartin Uecker

Abstract

Robustness against data inconsistencies, imaging artifacts and acquisition speed are crucial factors limiting the possible range of applications for magnetic resonance imaging (MRI). Therefore, we report a novel calibrationless parallel imaging technique which simultaneously estimates coil profiles and image content in a relaxed forward model. Our method is robust against a wide class of data inconsistencies, minimizes imaging artifacts and is comparably fast, combining important advantages of many conceptually different state-of-the-art parallel imaging approaches. Depending on the experimental setting, data can be undersampled well below the Nyquist limit. Here, even high acceleration factors yield excellent imaging results while being robust to noise and the occurrence of phase singularities in the image domain, as we show on different data. Moreover, our method successfully reconstructs acquisitions with insufficient field-of-view. We further compare our approach to ESPIRiT and SAKE using spin-echo and gradient echo MRI data from the human head and knee. In addition, we show its applicability to non-Cartesian imaging on radial FLASH cardiac MRI data. Using theoretical considerations, we show that ENLIVE can be related to a ...Continue Reading

References

Dec 1, 1986·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·J HennigH Friedburg
May 9, 2000·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·D O WalshM W Marcellin
Jul 12, 2002·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Mark A GriswoldAxel Haase
Oct 28, 2004·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Mark A GriswoldPeter M Jakob
Jul 20, 2005·Journal of Magnetic Resonance·Jacob D Willig-OnwuachiDaniel K Sodickson
Jan 13, 2006·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Felix A BreuerPeter M Jakob
May 31, 2007·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Leslie Ying, Jinhua Sheng
Aug 7, 2008·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin UeckerJens Frahm
Dec 20, 2008·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin BlaimerMark A Griswold
Mar 23, 2010·Seminars in Ultrasound, CT, and MR·John D MacKenzie, Shreyas S Vasanawala
Jun 1, 2010·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin UeckerJens Frahm
Jul 29, 2010·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Michael Lustig, John M Pauly
Feb 27, 2013·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Amir MoussaviJens Frahm
Apr 2, 2013·IEEE Transactions on Medical Imaging·Sajan Goud Lingala, Mathews Jacob
May 8, 2013·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin UeckerMichael Lustig
Nov 20, 2013·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Peter J ShinMichael Lustig
Mar 7, 2014·IEEE Transactions on Medical Imaging·Justin P Haldar
Aug 22, 2014·Journal of Magnetic Resonance Imaging : JMRI·Ningzhi LiJohn A Butman
Oct 10, 2014·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Peter J ShinDaniel B Vigneron
Apr 8, 2015·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin BlaimerFelix A Breuer
May 9, 2015·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Justin P Haldar, Jingwei Zhuo
Aug 19, 2015·NeuroImage·Berkin BilgicKawin Setsompop
Jan 6, 2016·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Dongwook LeeJong Chul Ye
Jan 30, 2016·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Souheil J InatiMichael S Hansen
Mar 13, 2016·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Martin Uecker, Michael Lustig
Jun 13, 2017·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Xiaoqing WangJens Frahm
Jun 19, 2018·IEEE Transactions on Computational Imaging·Greg Ongie, Mathews Jacob
Jan 1, 2016·SIAM Journal on Imaging Sciences·Greg Ongie, Mathews Jacob

❮ Previous
Next ❯

Citations

Oct 26, 2018·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Volkert RoeloffsJens Frahm
Nov 30, 2018·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Sebastian RosenzweigMartin Uecker
Dec 18, 2020·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Rodrigo A LobosJustin P Haldar
Mar 19, 2021·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Matteo Alessandro FrancavillaAthanasios G Polimeridis
Apr 6, 2021·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Shen ZhaoRizwan Ahmad
Jul 2, 2021·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Aaron T HessMark Chiew
Nov 10, 2021·Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine·Sen JiaHairong Zheng

❮ Previous
Next ❯

Software Mentioned

GRAPPA
BART
GNU
ENLIVE NonLinear InVersion
SAKE
CLEAR
ENLIVE
NLINV
Berkeley Advanced Reconstruction Toolbox ( BART )
ESPRiT

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

Journal of Magnetic Resonance
Jeremy W GordonPeder E Z Larson
Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine
Peter J ShinMichael Lustig
Journal of Magnetic Resonance Imaging : JMRI
Anagha DeshmaneNicole Seiberlich
IEEE Transactions on Bio-medical Engineering
Anthony G ChristodoulouZhi-Pei Liang
© 2022 Meta ULC. All rights reserved