AIBullisharXiv – CS AI · 8h ago7/10
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LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification
Researchers introduce LERD, a Bayesian machine learning system that analyzes multichannel EEG data to diagnose Alzheimer's disease by inferring latent neural events and their relationships without requiring annotated training data. The interpretable approach outperforms existing black-box classifiers while providing clinically meaningful insights into disease-related brain dynamics.