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Real‐time cardiac MRI using an undersampled spiral k‐space trajectory and a reconstruction based on a variational network

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Cardiac MRI represents the gold standard to determine myocardial function. However, the current clinical standard protocol, a segmented Cartesian acquisition, is time‐consuming and can lead to compromised image quality in… Click to show full abstract

Cardiac MRI represents the gold standard to determine myocardial function. However, the current clinical standard protocol, a segmented Cartesian acquisition, is time‐consuming and can lead to compromised image quality in the case of arrhythmia or dyspnea. In this article, a machine learning–based reconstruction of undersampled spiral k‐space data is presented to enable free breathing real‐time cardiac MRI with good image quality and short reconstruction times.

Keywords: time; cardiac mri; mri; reconstruction; undersampled spiral; spiral space

Journal Title: Magnetic Resonance in Medicine
Year Published: 2022

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