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20192026
most citedThe state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge

19 citations · 35 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.CV2025

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

Fanding Li, Xiangyu Li, Xianghe Su +6

A simultaneous enhancement of accuracy and diversity of predictions remains a challenge in ambiguous medical image segmentation (AMIS) due to the inherent trade-offs. While truncat…

cs.CV2025

MedFILIP: Medical Fine-grained Language-Image Pre-training

Xinjie Liang, Xiangyu Li, Fanding Li +7

Medical vision-language pretraining (VLP) that leverages naturally-paired medical image-report data is crucial for medical image analysis. However, existing methods struggle to acc…