BioSleep: a comprehensive sleep analysis system

@article{McGrogan2001BioSleepAC,
  title={BioSleep: a comprehensive sleep analysis system},
  author={N. McGrogan and Emma A. Braithwaite and Lionel Tarassenko},
  journal={2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
  year={2001},
  volume={2},
  pages={1608-1611 vol.2}
}
  • N. McGrogan, E. Braithwaite, L. Tarassenko
  • Published 25 October 2001
  • Computer Science
  • 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Traditionally the analysis of sleep has used two distinct manual EEG analysis methods: one for general structure, the other for short time-scale events. Both methods suffer from high levels of inter-expert variability. In this paper we present a system which uses a neural network classifier to analyse each second of sleep. Postprocessing techniques are described which result in outputs which mimic both of the traditional manual analysis methods. This combination of methods results in a… 

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