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Updated: May 19, 2026

Cardiac Magnetic Resonance Imaging at 7 Tesla
Published on: January 6, 2019
Highly accelerated real-time cardiac cine MRI using k-t SPARSE-SENSE
Li Feng1, Monvadi B Srichai, Ruth P Lim
1Department of Radiology, The Bernard and Irene Schwartz Center for Biomedical Imaging, New York University School of Medicine, New York, New York 10016, USA. Li.Feng@nyumc.org
Real-time cardiac MRI using k-t SPARSE-SENSE offers a promising alternative for patients with arrhythmias or impaired breath-holding. This technique achieves acceptable diagnostic image quality and comparable left ventricular function measurements to traditional methods.
Area of Science:
- Cardiovascular Imaging
- Magnetic Resonance Imaging
- Medical Physics
Background:
- Real-time cine MRI is valuable for patients with arrhythmias or limited breath-hold capacity.
- Current real-time cine MRI methods often compromise spatial-temporal resolution due to slow acquisition speeds.
Purpose of the Study:
- To develop an accelerated real-time cardiac cine MRI technique with high spatial and temporal resolution.
- To enable clinical applications like wall motion assessment and left ventricular function measurement.
Main Methods:
- An eightfold accelerated real-time cardiac cine MRI pulse sequence was developed.
- The sequence combined compressed sensing and parallel imaging (k-t SPARSE-SENSE).
Main Results:
- The k-t SPARSE-SENSE sequence achieved spatial resolution of ~2.5 × 2.5 mm² and temporal resolution of ~40 ms.
- While qualitative grades were lower than breath-hold MRI, image quality and temporal fidelity scores were adequate (>3.0).
- Artifacts and noise scores were moderate (<3.0), and left ventricular function measurements were comparable (CV <10%).
Conclusions:
- The proposed eightfold accelerated real-time cine MRI with k-t SPARSE-SENSE is a promising technique for rapid myocardial function imaging.
- This modality can achieve acceptable diagnostic image quality for clinical use.
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