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Deploying Computer Vision for Surgical Instrument Tracking: What the Papers Don't Tell You
The gap between a published model and a production system in the OR is wider than you think.
Building a Real-Time Adverse Event Detection System for Post-Market Surveillance
From 6-week manual review cycles to real-time signal detection — how we rebuilt pharmacovigilance with NLP.
How We Reduced Clinical Trial Matching Time by 73% with RAG
A real-world implementation of retrieval-augmented generation for matching patients to clinical trials at scale.