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Automatic classification of hyperkinetic, tonic, and tonic-clonic seizures using unsupervised clustering of video signals

INTRODUCTION: This study evaluated the accuracy of motion signals extracted from video monitoring data to differentiate epileptic motor seizures in patients with drug-resistant epilepsy. 3D near-infrared video was recorded by the Nelli(®) seizure monitoring system (Tampere, Finland). METHODS: 10 pat...

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Detalles Bibliográficos
Autores principales: Ojanen, Petri, Kertész, Csaba, Morales, Elizabeth, Rai, Pragya, Annala, Kaapo, Knight, Andrew, Peltola, Jukka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652877/
https://www.ncbi.nlm.nih.gov/pubmed/38020607
http://dx.doi.org/10.3389/fneur.2023.1270482