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Portable real-time support-vector-machine-based automated diagnosis and detection device of narcolepsy episodes

S I Gabran1, W W Moussa, M A Salama

  • 1Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada. sgabran@ieee.org

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
|December 8, 2009
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Narcolepsy01:07

Narcolepsy

Narcolepsy is a chronic sleep disorder characterized by pervasive, uncontrolled sleepiness and other sleep disturbances. One of its hallmark symptoms is an abrupt transition to REM sleep upon falling asleep, which causes symptoms typically associated with this phase to occur unexpectedly during wakefulness. These include the following symptoms, which typically last from a minute or two to half an hour.