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Ya-Zhou Zhu

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Preprint Sep 2026

From Few-Shot Segmentation to Clinician-in-the-Loop Medical Image Analysis

This work reframe FSMIS as a three-layer sequential decision problem, state six hypotheses with an explicit dependency order, and proposes a minimal pilot that can falsify the foundational self-assessment claim before a clinician study.

Ya-Zhou Zhu · 0 citations

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