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math.DS2026
Detecting seizure onset and offset times using human intelligence: A critical-transitions-based approach
Andrew Flynn, Cian McCafferty, Klaus Lehnertz +4
Most existing seizure detection algorithms require extensive pre-processing of the data and rely on heuristic or currently unexplainable machine learning approaches. These approach…
math.DS2025
Classifying absence seizure generation mechanisms: A critical transitions framework
Andrew Flynn, Cian McCafferty, Klaus Lehnertz +4
Understanding how the brain switches from normal activity to an epileptic seizure is essential for improving seizure therapy, yet the underlying seizure generation mechanisms remai…