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When Misalignment Becomes Supervision: Structured Label Noise in Supervised Synthetic CT Generation

Boussot, Valentin et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Supervised synthetic CT (sCT) generation is commonly trained and evaluated as voxel-wise regression against registered reference CT images. In practice, MRI-CT and CBCT-CT pairs are aligned through registration procedures that leave residual misalignments. These residuals are not independent intensi
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