AI RESEARCH
3D Conditional Image Synthesis of Left Atrial LGE MRI from Composite Semantic Masks
arXiv CS.CV
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ArXi:2601.04588v2 Announce Type: replace Segmentation of the left atrial (LA) wall and endocardium from late gadolinium-enhanced (LGE) MRI is essential for quantifying atrial fibrosis in patients with atrial fibrillation. The development of accurate machine learning-based segmentation models remains challenging due to the limited availability of data and the complexity of anatomical structures. In this work, we investigate 3D conditional generative models as potential solution for augmenting scarce.