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Mukta Dhopeshwarkar

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#federated learning Open access Sep 2026

SemioKAT-FL: explainable, background-invariant, and privacy-preserving video seizure detection with a Kolmogorov–Arnold Transformer and federated learning

Abstract Automatic detection of epileptic seizures from video promises non-invasive, continuous patient monitoring, yet web-sourced seizure corpora are dominated by background confounds : recording-specific cues (studio, home, clinic) that are spuriously correlated with the seizure label. Models that appear highly accu...

Alhasan A. Alharbi, Mukta Dhopeshwarkar, Mohammed Tawfik · 0 citations

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