Key result
Deep learning-enhanced cine MRI cuts scan time ~92% and improves image quality vs conventional bSSFP.
Why the study?
To evaluate the feasibility of retrospective ECG-gated single-shot cine using deep learning-enhanced compressed sensing versus conventional bSSFP cine for assessing LV structure and function.
Does AI-CS single-shot cine improve image quality and reduce scan time compared to conventional bSSFP cine in healthy volunteers and participants with suspected arrhythmias?
Population
25 healthy volunteers and 45 participants with suspected arrhythmia
Comparison
AI-CS single-shot cine vs conventional bSSFP cine
Design
Prospective comparative study
Authors
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May warrant preferential AI-CS cine use in arrhythmia patients; extends validation from volunteers to this real-world cohort.
Does AI-CS single-shot cine improve image quality and reduce scan time compared to conventional bSSFP cine in healthy volunteers and participants with suspected arrhythmias?
AI-CS single-shot cine MRI provides superior image quality and significantly shorter scan times compared to conventional bSSFP cine, particularly in patients with arrhythmias.
Zhang et al. (2026) studied this question. Deep learning-enhanced single-shot cine MRI reduced scan time (10 vs 132 seconds) and improved image quality compared to conventional bSSFP cine in patients with suspected arrhythmias.
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