MC-GenRef performs annotation-free microcalcification segmentation via synthetic data from a lightweight image formation model plus test-time generative posterior refinement with a rectified-flow generator, yielding top Dice on INbreast and gains on an external cohort.
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MC-GenRef: Annotation-free mammography microcalcification segmentation with generative posterior refinement
MC-GenRef performs annotation-free microcalcification segmentation via synthetic data from a lightweight image formation model plus test-time generative posterior refinement with a rectified-flow generator, yielding top Dice on INbreast and gains on an external cohort.