Keywords: Motion Correction, Motion Correction, Continuous 4D, Lung, MR‐Guided Radiotherapy, respiration synchronizatioin
Motivation: To develop a continuous 4D lung MRI technique that captures intra- and inter-cycle variability to enable motion modeling for real-time target tracking for radiotherapy.
Goal(s): To address the challenge of acquiring sufficient data for reconstruction of dynamic 3D volumes while maintaining adequate spatiotemporal resolution for radiation therapy guidance.
Approach: We utilized golden angle stack-of-star acquisition, and labeled each view with continuous breathing state from a surface tracking system for sharing views with similar breathing states.
Results: Continuous 4D lung MRI at 60.6ms per volume with high spatial resolution that shows movement of lung vessels.
Impact: Continuous 4D lung MRI allows accurate modeling of respiration-induced internal target motion to surface motion prior to radiotherapy, and thus enables real-time target tracking during external beam radiation treatment without the need of MR linac.
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