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The proposed SynthRCT enables patient-specific sampling of plausible anatomical transformations beyond predefined robustness scenarios, and is validated on respiratory 4DCT data with multiple breathing-phase anatomies per subject.
Medical image inpainting has the potential to improve automated brain MRI analysis by reconstructing healthy tissue within pathological regions. We introduce RARF, a task-agnostic region-aware rectified flow framework for masked data generation. We instantiate the framework for 3D brain MRI inpainting as our submission...
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