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Author

Yizhe Zhang

2 papers indexed here

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Sep 2026

Prototype-guided Multimodal Retrieval for Knowledge-assisted Interventional Radiology.

Interventional radiology (IR) requires joint reasoning over procedural images and domain-specific clinical knowledge. Existing medical retrieval-augmented generation (RAG) methods are mainly text-oriented or designed for general medical vision-language tasks, and therefore remain limited in retrieving fine-grained visu...

Jing-Xiong Li, Cheng-Lu Zhu, Yuxuan Sun et al. · 0 citations
Jul 2026

ESRVS: Extreme Semi-Supervised Retinal Vessel Segmentation with a Single Annotated Image

ESRVS, which selects a representative reference image for manual annotation and transfers vessel cues using target-domain-adapted DINOv3 features, achieves the best Dice and clDice on six datasets, and the best HD95 on all eight datasets among the compared semi-supervised methods, although those methods use 10 to 20% l...

Mingzhi Xu, Yizhe Zhang · 0 citations

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