In this abstract, we propose a novel respiratory phase-resolved reconstruction for free-breathing pulmonary 1H UTE MRI. We compute the tissue deformation-based ventilation maps and further use the parametric and non-parametric fitting methods to reduce the noise and registration errors.
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