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Beacon Biosignals is using a lightweight EEG headband and machine learning to map brain activity during sleep, aiming to create a foundation model for brain health and accelerate clinical trials for neurological disorders.
Researchers from Banting Health AI present an AI system using generative LLMs with Retrieval-Augmented Generation (RAG) for automated clinical trial protocol information extraction, achieving 89% accuracy compared to 62.6% for standalone LLMs, with AI-assisted workflows completing tasks 40% faster and reducing cognitive demand.
Paradigm leverages GPT-4's natural language understanding to dramatically improve patient screening for clinical trials, enabling evaluation of hundreds of patients per minute compared to manual review of ~50 per day, reducing clinician burden and improving patient access to treatments.