NPJ digital medicine
Automated video-based differentiation of sleep-related hypermotor epilepsy and parasomnia episodes.
Matteo Moro, Federica Sassi, Ramona Cordani, Anna Castelnovo, Mauro Manconi, Paola Proserpio, Laura Tassi, Federica Provini, Francesca Odone, Maura Casadio, Lino Nobili, VISTA group
Published: 202610.1038/s41746-025-02326-2
Abstract
Distinguishing epileptic seizures from parasomnias is challenging due to overlapping motor features. This study evaluated a SlowFast deep learning model using video recordings of 167 individuals to classify Sleep-Related Hypermotor Epilepsy, Disorder…
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