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Journal of Magnetic Resonance Imaging
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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PubMed Central
Article . 2025
License: CC BY
Data sources: PubMed Central
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Evaluation of Real‐Time Cardiovascular Flow MRI Using Compressed Sensing in a Phantom and in Patients With Valvular Disease or Arrhythmia

Authors: Tania Lala; Lea Christierson; Petter Frieberg; Daniel Giese; Peter Kellman; Nina Hakacova; Pia Sjöberg; +2 Authors

Evaluation of Real‐Time Cardiovascular Flow MRI Using Compressed Sensing in a Phantom and in Patients With Valvular Disease or Arrhythmia

Abstract

BackgroundReal‐time (RT) phase contrast (PC) flow MRI can potentially be used to measure blood flow in arrhythmic patients. Undersampled RT PC has been combined with online compressed sensing (CS) reconstruction (CS RT) enabling clinical use. However, CS RT flow has not been validated in a clinical setting.PurposeEvaluate CS RT in phantom and patients.Study TypeProspective.PopulationFlow phantom (60 cycles/min: N = 10, 120 cycles/min: N = 12), sinus rhythm patients, no regurgitation (N = 20) or suspected aortic regurgitation (N = 10), arrhythmia patients (N = 10).Field Strength/Sequence1.5 T, 2D gated PC, CS RT PC, RT cine with arrhythmia rejection.AssessmentPhantom experiments tested the accuracy of CS RT cardiac output and peak flow rate at 60 and 120 cycles/min against gated PC. For sinus rhythm patients, cardiac output, peak flow rate, and regurgitation fraction in the ascending aorta and/or pulmonary artery were evaluated against gated PC. Cardiac output in patients with arrythmia was evaluated against RT cine with arrhythmia rejection.Statistical TestsBland Altman, correlation, Mann–Whitney test, Wilcoxon signed‐rank test.ResultsCardiac output bias ± SD for CS RT in the phantom was −0.0 ± 0.2 L/min (0.5 ± 3%, P = 0.76) at 60 cycles/min and 0.2 ± 0.3 L/min (4 ± 4%, P = 0.0016) at 120 cycles/min. Correspondingly, peak flow rate bias was −23 ± 6 mL/s (−7 ± 2%, P < 0.0001) and −73 ± 25 mL/s (−23 ± 4%, P < 0.0001). In patients, regurgitant fraction was −4 ± 0.5% (−23 ± 4%, P = 0.0025). Cardiac output bias in patients in sinus rhythm was −0.1 ± 0.5 L/min (−2 ± 10%, P = 0.99) (with regurgitation) and −0.3 ± 0.6 L/min (−5 ± 11%, P = 0.035) (without regurgitation). Peak flow rate bias was −60 ± 31 mL/s (−13 ± 6%, P < 0.0001) (with regurgitation) and −64 ± 32 mL/s (−16 ± 8%, P < 0.0001) (without regurgitation). Cardiac output bias was −0.4 ± 0.6 L/min (−9 ± 11%, P < 0.003) in arrhythmia patients.Data ConclusionsCS RT flow could potentially serve as a clinical tool for patients with or without valvular disease or arrhythmia, with accurate cardiac output and regurgitation fraction quantification.Plain Language SummaryAccurate flow assessment is important in clinical evaluation of cardiac patients, but in the presence of irregular heart rhythm flow assessment is challenging. We have evaluated a new method using cardiac magnetic resonance imaging and real‐time flow for blood flow assessment in cardiac patients. The method was tested against a reference method in a phantom flow model in low and high heart rates, and in cardiac patients with and without irregular heart rhythm and in different vessels. We found the cardiac magnetic resonance imaging real time flow method accurate and therefore promising for clinical implementation.Evidence Level1Technical EfficacyStage 1

Keywords

Male, Adult, Phantoms, Imaging, Heart Valve Diseases, Reproducibility of Results, Magnetic Resonance Imaging, Cine, Arrhythmias, Cardiac, Middle Aged, Magnetic Resonance Imaging, Image Interpretation, Computer-Assisted, Image Processing, Computer-Assisted, Humans, Female, Prospective Studies, Cardiac Output, Blood Flow Velocity, Research Article, Aged

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Top 10%
Average
Average
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