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. Author manuscript; available in PMC: 2026 Feb 18.
Published before final editing as: IEEE Trans Med Imaging. 2025 Oct 6;PP:10.1109/TMI.2025.3618247. doi: 10.1109/TMI.2025.3618247

Fig. 1.

Fig. 1

Illustration of the proposed LeqMod strategy. The lesion-perceived modulation (LeMod) and the multiscale quantification-consistent modulation (QuMod) tune the sampling and optimization process of the denoising baseline during training.