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Compensation for respiratory motion–induced signal loss and phase corruption in free‐breathing self‐navigated cine DENSE using deep learning

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To introduce a model that describes the effects of rigid translation due to respiratory motion in displacement encoding with stimulated echoes (DENSE) and to use the model to develop a… Click to show full abstract

To introduce a model that describes the effects of rigid translation due to respiratory motion in displacement encoding with stimulated echoes (DENSE) and to use the model to develop a deep convolutional neural network to aid in first‐order respiratory motion compensation for self‐navigated free‐breathing cine DENSE of the heart.

Keywords: free breathing; self navigated; respiratory; respiratory motion; cine dense

Journal Title: Magnetic Resonance in Medicine
Year Published: 2023

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