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. Author manuscript; available in PMC: 2025 Aug 25.
Published in final edited form as: Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2025 Aug 13;2025:10455–10465. doi: 10.1109/cvpr52734.2025.00978

Figure 4.

Figure 4.

Qualitative comparisons on healthy anatomy reconstruction between UNA and state-of-the-art modality-agnostic synthesis models. Testing images are from real stroke datasets (ISLES [19] and ATLAS [31]), where the stroke lesion annotations are provided, yet the ground truth healthy anatomy is unavailable. The last row shows a failure case of UNA, where it “over-corrects” the diseased anatomy. Pathology regions are circled in red.