math.DS · 2026-07-30 · No. 69
Dynamical Systems, 2026-07-30.
1 new papers in math.DS. Titles, authors,
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01 — The papers
1 entries-
01
Detecting seizure onset and offset times using human intelligence: A critical-transitions-based approach
Andrew Flynn, Cian McCafferty, Klaus Lehnertz, François David, Vincenzo Crunelli, Gordon Lightbody, Sebastian Wieczorek
math.DS · cs.LG
Most existing seizure detection algorithms require extensive pre-processing of the data and rely on heuristic or currently unexplainable machine learning approaches. These approaches often struggle with balancing detection sensitivity and specificity in the presence of variable seizure morphologies, interictal epileptiform discharges, and artefacts. Here, we consider an alternative approach: our seizure detection algorithm, which is based on...
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