Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients

Epileptic seizure detection is traditionally done using video/electroencephalography monitoring, which is not applicable for long-term home monitoring. In recent years, attempts have been made to detect the seizures using other modalities. In this study, we investigated the application of four accel...

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Veröffentlicht in:	IEEE journal of biomedical and health informatics 2016-09, Vol.20 (5), p.1333-1341
Hauptverfasser:	Milosevic, Milica, Van de Vel, Anouk, Bonroy, Bert, Ceulemans, Berten, Lagae, Lieven, Vanrumste, Bart, Van Huffel, Sabine
Format:	Artikel
Sprache:	eng
Schlagworte:	Accelerometers Accelerometry Accelerometry - methods Algorithms Automation Child Convulsions & seizures Electrodes Electroencephalography Electromyography Electromyography - methods Feature extraction home monitoring Humans Informatics Monitoring Patients pattern recognition Pattern Recognition, Automated - methods Pediatrics seizure detection Seizures Seizures - diagnosis Sensitivity Signal Processing, Computer-Assisted Support vector machines surface electromyography (sEMG)
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