Detection system of motor epileptic seizures through motion analysis with 3D accelerometers

被引：16

作者：

Jallon, Pierre ^{[1
]}

Bonnet, Stephane ^{[1
]}

Antonakios, Michel ^{[1
]}

Guillemaud, Regis ^{[1
]}

机构：

[1] CEA, LETI, MINATEC, Grenoble, France

来源：

2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20 | 2009年

关键词：

D O I：

10.1109/IEMBS.2009.5334770

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

A system of epilepsy seizure detection in real life conditions and based on inertial sensors is presented in this paper with a focus on the signal processing to recognize seizure moves. This system is based on several models of signals, one corresponding to general movements, and two others describing seizures moves. The detection algorithm evaluates for a given time window which model fits the best with the observed signals and trigger an alarm if this model is a seizure model. The signal processing algorithm is based on hidden Markov models.

引用

页码：2466 / 2469

页数：4