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3d mri 1angiography 1benchmark challenge 1brain oncology 1circle of willis segmentation 1collaborative llms 1deep learning 1report generation 1vascular imaging 1vision-language models 1

From the 2 of 3 linked papers with an AI index.

most citedThe TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

12 citations · 12 across the 1 of their papers we have counts for

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cs.AI2026

Multi-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology

Sinyoung Ra, Jonghun Kim, Hyunjin Park

The paper presents a method for building a 3D MRI‑text dataset for brain tumors and uses multiple large language models working together to generate and verify radiology reports, t…