Publication: Research - peer-review › Article in proceedings – Annual report year: 2012
Idiopathic Rapid-Rye-Movement (REM) sleep Behavior Disorder (iRBD) is a strong early marker of Parkinson's Disease and is characterized by REM sleep without atonia (RSWA) and increased phasic muscle activity. Current proposed methods for detecting RSWA assume the presence of a manually scored hypnogram. In this study a full automatic REM sleep detector, using the EOG and EEG channels, is proposed. Based on statistical features, combined with subject specific feature scaling and post-processing of the classifier output, it was possible to obtain an mean accuracy of 0.96 with a mean sensititvity and specificity of 0.94 and 0.96 respectively.
|Title||IEEE Engineering in medicine and biology society conference proceedings|
|Pages||4242 - 4245|
|Conference||2012 Annual International Conference of the IEEEEngineering in Medicine and Biology Society|
|City||San Diego, CA|
|Period||28/08/12 → 01/09/12|
|Citations||Web of Science® Times Cited: No match on DOI|
- Bioengineering, Communication, Networking & Broadcasting, Components, Circuits, Devices & Systems , Computing & Processing (Hardware/Software), Signal Processing & Analysis
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