#lvlm2 articles

2 articles

AIBullisharXiv – CS AI · 6h ago1

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CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers

Researchers have developed CT-Flow, an AI framework that mimics how radiologists actually work by using tools interactively to analyze 3D CT scans. The system achieved 41% better diagnostic accuracy than existing models and 95% success in autonomous tool use, potentially revolutionizing clinical radiology workflows.

AIBullisharXiv – CS AI · 6h ago0

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Cross-modal Identity Mapping: Minimizing Information Loss in Modality Conversion via Reinforcement Learning

Researchers developed Cross-modal Identity Mapping (CIM), a reinforcement learning framework that improves image captioning in Large Vision-Language Models by minimizing information loss during visual-to-text conversion. The method achieved 20% improvement in relation reasoning on the COCO-LN500 benchmark using Qwen2.5-VL-7B without requiring additional annotations.