Adding an end-to-end affine registration module (a spatial transformer network) to multimodal synthetic CT generation improves output quality in 79 of 90 evaluated settings, especially with low-quality CBCT and moderate misalignment.
Advances in Neural Information Processing Systems28 (2015)
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Enhancing Synthetic CT from CBCT via Multimodal Fusion and End-To-End Registration
Adding an end-to-end affine registration module (a spatial transformer network) to multimodal synthetic CT generation improves output quality in 79 of 90 evaluated settings, especially with low-quality CBCT and moderate misalignment.