Literature DB >> 28921631

Validation of highly accelerated real-time cardiac cine MRI with radial k-space sampling and compressed sensing in patients at 1.5T and 3T.

Hassan Haji-Valizadeh1,2, Amir A Rahsepar2, Jeremy D Collins2, Elwin Bassett3, Tamara Isakova4, Tobias Block5, Ganesh Adluru6, Edward V R DiBella6, Daniel C Lee2,7, James C Carr2, Daniel Kim2.   

Abstract

PURPOSE: To validate an optimal 12-fold accelerated real-time cine MRI pulse sequence with radial k-space sampling and compressed sensing (CS) in patients at 1.5T and 3T.
METHODS: We used two strategies to reduce image artifacts arising from gradient delays and eddy currents in radial k-space sampling with balanced steady-state free precession readout. We validated this pulse sequence against a standard breath-hold cine sequence in two patient cohorts: a myocardial infarction (n = 16) group at 1.5T and chronic kidney disease group (n = 18) at 3T. Two readers independently performed visual analysis of 68 cine sets in four categories (myocardial definition, temporal fidelity, artifact, noise) on a 5-point Likert scale (1 = nondiagnostic, 2 = poor, 3 = adequate or moderate, 4 = good, 5 = excellent). Another reader calculated left ventricular (LV) functional parameters, including ejection fraction.
RESULTS: Compared with standard cine, real-time cine produced nonsignificantly different visually assessed scores, except for the following categories: 1) temporal fidelity scores were significantly lower (P = 0.013) for real-time cine at both field strengths, 2) artifacts scores were significantly higher (P = 0.013) for real-time cine at both field strengths, and 3) noise scores were significantly (P = 0.013) higher for real-time cine at 1.5T. Standard and real-time cine pulse sequences produced LV functional parameters that were in good agreement (e.g., absolute mean difference in ejection fraction <4%).
CONCLUSION: This study demonstrates that an optimal 12-fold, accelerated, real-time cine MRI pulse sequence using radial k-space sampling and CS produces good to excellent visual scores and relatively accurate LV functional parameters in patients at 1.5T and 3T. Magn Reson Med 79:2745-2751, 2018.
© 2017 International Society for Magnetic Resonance in Medicine. © 2017 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  Cartesian k-space; cardiac function; compressed sensing; radial k-space; real-time cine MRI; tiny golden angles

Mesh:

Year:  2017        PMID: 28921631      PMCID: PMC5821536          DOI: 10.1002/mrm.26918

Source DB:  PubMed          Journal:  Magn Reson Med        ISSN: 0740-3194            Impact factor:   4.668


  24 in total

1.  Projection reconstruction balanced fast field echo for interactive real-time cardiac imaging.

Authors:  T Schaeffter; S Weiss; H Eggers; V Rasche
Journal:  Magn Reson Med       Date:  2001-12       Impact factor: 4.668

2.  Generalized autocalibrating partially parallel acquisitions (GRAPPA).

Authors:  Mark A Griswold; Peter M Jakob; Robin M Heidemann; Mathias Nittka; Vladimir Jellus; Jianmin Wang; Berthold Kiefer; Axel Haase
Journal:  Magn Reson Med       Date:  2002-06       Impact factor: 4.668

3.  Image quality assessment: from error visibility to structural similarity.

Authors:  Zhou Wang; Alan Conrad Bovik; Hamid Rahim Sheikh; Eero P Simoncelli
Journal:  IEEE Trans Image Process       Date:  2004-04       Impact factor: 10.856

Review 4.  ACCF/ACR/AHA/NASCI/SCMR 2010 expert consensus document on cardiovascular magnetic resonance: a report of the American College of Cardiology Foundation Task Force on Expert Consensus Documents.

Authors:  W Gregory Hundley; David A Bluemke; J Paul Finn; Scott D Flamm; Mark A Fogel; Matthias G Friedrich; Vincent B Ho; Michael Jerosch-Herold; Christopher M Kramer; Warren J Manning; Manesh Patel; Gerald M Pohost; Arthur E Stillman; Richard D White; Pamela K Woodard
Journal:  J Am Coll Cardiol       Date:  2010-06-08       Impact factor: 24.094

5.  Improved radial GRAPPA calibration for real-time free-breathing cardiac imaging.

Authors:  Nicole Seiberlich; Philipp Ehses; Jeff Duerk; Robert Gilkeson; Mark Griswold
Journal:  Magn Reson Med       Date:  2010-09-24       Impact factor: 4.668

6.  Real-time SPARSE-SENSE cine MR imaging in atrial fibrillation: a feasibility study.

Authors:  Juliane Goebel; Felix Nensa; Haemi P Schemuth; Stefan Maderwald; Harald H Quick; Thomas Schlosser; Kai Nassenstein
Journal:  Acta Radiol       Date:  2016-01-01       Impact factor: 1.990

7.  Real-time assessment of right and left ventricular volumes and function in patients with congenital heart disease by using high spatiotemporal resolution radial k-t SENSE.

Authors:  Vivek Muthurangu; Philip Lurz; Jeffery D Critchely; John E Deanfield; Andrew M Taylor; Michael S Hansen
Journal:  Radiology       Date:  2008-07-15       Impact factor: 11.105

8.  Golden-angle radial sparse parallel MRI: combination of compressed sensing, parallel imaging, and golden-angle radial sampling for fast and flexible dynamic volumetric MRI.

Authors:  Li Feng; Robert Grimm; Kai Tobias Block; Hersh Chandarana; Sungheon Kim; Jian Xu; Leon Axel; Daniel K Sodickson; Ricardo Otazo
Journal:  Magn Reson Med       Date:  2013-10-18       Impact factor: 4.668

9.  Real-time cardiovascular magnetic resonance at 1.5 T using balanced SSFP and 40 ms resolution.

Authors:  Dirk Voit; Shuo Zhang; Christina Unterberg-Buchwald; Jan M Sohns; Joachim Lotz; Jens Frahm
Journal:  J Cardiovasc Magn Reson       Date:  2013-09-12       Impact factor: 5.364

10.  Compressed sensing real-time cine cardiovascular magnetic resonance: accurate assessment of left ventricular function in a single-breath-hold.

Authors:  Tomoyuki Kido; Teruhito Kido; Masashi Nakamura; Kouki Watanabe; Michaela Schmidt; Christoph Forman; Teruhito Mochizuki
Journal:  J Cardiovasc Magn Reson       Date:  2016-08-24       Impact factor: 5.364

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  19 in total

1.  Self-supervised learning of physics-guided reconstruction neural networks without fully sampled reference data.

Authors:  Burhaneddin Yaman; Seyed Amir Hossein Hosseini; Steen Moeller; Jutta Ellermann; Kâmil Uğurbil; Mehmet Akçakaya
Journal:  Magn Reson Med       Date:  2020-07-02       Impact factor: 4.668

2.  GRASP-Pro: imProving GRASP DCE-MRI through self-calibrating subspace-modeling and contrast phase automation.

Authors:  Li Feng; Qiuting Wen; Chenchan Huang; Angela Tong; Fang Liu; Hersh Chandarana
Journal:  Magn Reson Med       Date:  2019-08-10       Impact factor: 4.668

3.  Compressed Sensing Cardiac Cine Imaging Compared with Standard Balanced Steady-State Free Precession Cine Imaging in a Pediatric Population.

Authors:  Francesco Secchi; Aurelio Secinaro; Davide Curione; Paolo Ciliberti; Caterina Beatrice Monti; Davide Capra; Veronica Bordonaro; Paolo Ciancarella; Teresa Pia Santangelo; Carmela Napolitano; Dolores Ferrara; Marco Alfonso Perrone
Journal:  Radiol Cardiothorac Imaging       Date:  2022-04-21

Review 4.  Cardiac MR: From Theory to Practice.

Authors:  Tevfik F Ismail; Wendy Strugnell; Chiara Coletti; Maša Božić-Iven; Sebastian Weingärtner; Kerstin Hammernik; Teresa Correia; Thomas Küstner
Journal:  Front Cardiovasc Med       Date:  2022-03-03

Review 5.  Performance of Cardiac MRI in Pediatric and Adult Patients with Fontan Circulation.

Authors:  Filippo Puricelli; Inga Voges; Peter Gatehouse; Michael Rigby; Cemil Izgi; Dudley J Pennell; Sylvia Krupickova
Journal:  Radiol Cardiothorac Imaging       Date:  2022-06-02

6.  Accelerated Wideband Myocardial Perfusion Pulse Sequence with Compressed Sensing Reconstruction for Myocardial Blood Flow Quantification in Patients with a Cardiac Implantable Electronic Device.

Authors:  KyungPyo Hong; Jeremy D Collins; Benjamin H Freed; Lexiaozi Fan; Andrew E Arai; Li-Yueh Hsu; Daniel C Lee; Daniel Kim
Journal:  Radiol Cardiothorac Imaging       Date:  2020-04-16

Review 7.  Real-Time Magnetic Resonance Imaging.

Authors:  Krishna S Nayak; Yongwan Lim; Adrienne E Campbell-Washburn; Jennifer Steeden
Journal:  J Magn Reson Imaging       Date:  2020-12-09       Impact factor: 4.813

8.  Highly Accelerated Real-Time Free-Breathing Cine CMR for Patients With a Cardiac Implantable Electronic Device.

Authors:  Sungtak Hong; KyungPyo Hong; Austin E Culver; Ashitha Pathrose; Bradley D Allen; Jane E Wilcox; Daniel C Lee; Daniel Kim
Journal:  Acad Radiol       Date:  2020-09-02       Impact factor: 3.173

9.  A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images.

Authors:  Yongwan Lim; Asterios Toutios; Yannick Bliesener; Ye Tian; Sajan Goud Lingala; Colin Vaz; Tanner Sorensen; Miran Oh; Sarah Harper; Weiyi Chen; Yoonjeong Lee; Johannes Töger; Mairym Lloréns Monteserin; Caitlin Smith; Bianca Godinez; Louis Goldstein; Dani Byrd; Krishna S Nayak; Shrikanth S Narayanan
Journal:  Sci Data       Date:  2021-07-20       Impact factor: 6.444

10.  Rapid reconstruction of highly undersampled, non-Cartesian real-time cine k-space data using a perceptual complex neural network (PCNN).

Authors:  Daming Shen; Sushobhan Ghosh; Hassan Haji-Valizadeh; Ashitha Pathrose; Florian Schiffers; Daniel C Lee; Benjamin H Freed; Michael Markl; Oliver S Cossairt; Aggelos K Katsaggelos; Daniel Kim
Journal:  NMR Biomed       Date:  2020-09-01       Impact factor: 4.044

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