STGR framework integrates LLaMA-3-V and MedSAM via text-to-vision distillation and graph reasoning, achieving 81.5% DSC on LIDC-IDRI with under 1% parameter updates and high cross-fold stability.
Sage: Sustainable agent-guided expert-tuning for culturally attuned translation in low-resource southeast asia
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Semantic-Topological Graph Reasoning for Language-Guided Pulmonary Screening
STGR framework integrates LLaMA-3-V and MedSAM via text-to-vision distillation and graph reasoning, achieving 81.5% DSC on LIDC-IDRI with under 1% parameter updates and high cross-fold stability.