CineMesh4D reconstructs personalized 4D whole-heart meshes directly from multi-view 2D cine MRI via cross-domain mapping with differentiable rendering and dual-context temporal blocks.
arXiv preprint arXiv:1912.00367 (2019)
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End-to-end framework reconstructs 4D whole-heart meshes from cine MRI using differentiable contour rendering and multi-scale temporal modeling, reporting 1.68 mm MAE and improved motion smoothness over prior methods.
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CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI
CineMesh4D reconstructs personalized 4D whole-heart meshes directly from multi-view 2D cine MRI via cross-domain mapping with differentiable rendering and dual-context temporal blocks.
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Personalized 4D Whole-Heart Mesh Reconstruction from Cine MRI via Multi-Scale Temporal Modeling and Differentiable Contour Rendering
End-to-end framework reconstructs 4D whole-heart meshes from cine MRI using differentiable contour rendering and multi-scale temporal modeling, reporting 1.68 mm MAE and improved motion smoothness over prior methods.