#ct-scans2 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 ago2

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Stroke outcome and evolution prediction from CT brain using a spatiotemporal diffusion autoencoder

Researchers developed a spatiotemporal diffusion autoencoder using CT brain images to predict stroke outcomes and evolution. The AI model achieved best-in-class performance for predicting next-day severity and functional outcomes using a dataset of 5,824 CT images from 3,573 patients across two medical centers.