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This is a Experimental Study study.

A Registration-Based Framework for Generating Aligned CT Images from Misaligned CBCT-CT Pairs

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The RbG method aligns CT images to CBCT with superior accuracy, improving overall alignment performance.
Results show enhanced fidelity and structural consistency over traditional registration techniques across multiple metrics.
Using misaligned CT as a proxy label in a self-supervised framework offers a practical solution to registration challenges.
This methodology reduces the dependency on perfectly aligned inputs, which are often difficult to obtain in clinical settings.

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The proposed method aligns CT to CBCT images using registration by generation, suggesting significant advancements in image quality and accuracy.

Shazly et al. (2025) studied this question.

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The proposed method aligns CT to CBCT images using registration by generation, suggesting significant advancements in image quality and accuracy.