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- W1963162110 abstract "The article describes the algorithm created in the interactive environment Matlab and provides the detection of two sleep stages, specifically NREM1 and NREM3/4. One of possible methods is to split the signal into 30 seconds segments. These are later divided by means of adaptive segmentation. Subsequently the properties of individual segments are described (using Hjorth parameters and amplitude) and on the basis of these properties using cluster analysis the segments are classified into the classes. Consequent processing and evaluation leads to determination of the sleep states, of which the hypnogram is created at the end." @default.
- W1963162110 created "2016-06-24" @default.
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- W1963162110 date "2015-07-01" @default.
- W1963162110 modified "2023-09-25" @default.
- W1963162110 title "Automatic evaluation of polysomnographic recordings in Matlab" @default.
- W1963162110 cites W2747642882 @default.
- W1963162110 doi "https://doi.org/10.1109/tsp.2015.7296305" @default.
- W1963162110 hasPublicationYear "2015" @default.
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