A cascaded multi-encoder medical MLLM with native 3D fusion and RoI-grounded report metrics claims SOTA on most 2D/3D medical benchmarks and highest radiologist report rankings.
Towards a holistic framework for multimodal LLM in 3D brain CT radiology report generation.Nature Communications, 16(1):2258, 2025
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding
A cascaded multi-encoder medical MLLM with native 3D fusion and RoI-grounded report metrics claims SOTA on most 2D/3D medical benchmarks and highest radiologist report rankings.