Vis2Reg uses mask-gated visible-domain self-supervision with differentiable rasterization to achieve landmark-free 3D-2D liver registration, improving Dice by 13.7 points over prior state-of-the-art.
IEEE Transactions on Medical Imaging27(3), 355–369 (2008)
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Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D--2D Registration for Liver Laparoscopy
Vis2Reg uses mask-gated visible-domain self-supervision with differentiable rasterization to achieve landmark-free 3D-2D liver registration, improving Dice by 13.7 points over prior state-of-the-art.