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clinical classification 1colonoscopy 1image-text retrieval 1report grounding 1vision-language models 1

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cs.AI2026

A report-grounded vision-language foundation model for colonoscopy from 280000 routine reports

Jia Yu, Yan Zhu, Yili He +12

The paper presents EndoCLIP, a vision‑language foundation model for colonoscopy that learns from lesion‑level image‑text pairs extracted from routine colonoscopy reports, achieving…