A controlled four-LLM analyst pipeline over 68 commercial-compatible physiological corpora produced 94 build-now detector components after deduplication, threshold audit, and native-channel/no-personalization gates.
Automated real-time de- tection of tonic–clonic seizures using a wear- able EMG device,
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A Multi-Analyst LLM Pipeline for Auditable Rule Discovery Across 68 Public Physiological Corpora
A controlled four-LLM analyst pipeline over 68 commercial-compatible physiological corpora produced 94 build-now detector components after deduplication, threshold audit, and native-channel/no-personalization gates.