Artefact Processing of the Sleep Eeg in the " Siesta "-project

  title={Artefact Processing of the Sleep Eeg in the " Siesta "-project},
  author={Alois Schl{\"o}gl and Peter Anderer and M.-J. Barbanoj and Gerhard Kloesch and Georg Gruber and Jos{\'e} Luis Lorenzo and Oliver Filz and Mikko Koivuluoma and Iead Rezek and Stephen J. Roberts and Alpo V{\"a}rri and Peter Rappelsberger and Gert Pfurtscheller and Georg Dorffner},
Artefact processing is an important issue in automated analysis of the sleep EEG. Nine artefact types were identified and their frequency of occurrence was analysed in 15 all-night sleep recordings from eight European sleep laboratories. Three artefact detection methods were evaluated with the area-under-ROC-curve (AUC), eight artefact minimisation methods were validated visually. Recommended methods are overflow detection, adaptive inverse filtering for movement and muscle detection, adaptive… CONTINUE READING
4 Citations
7 References
Similar Papers


Publications referenced by this paper.
Showing 1-7 of 7 references

A spatial component method for continuous artifact correction in EEG and MEG

  • N Ille, P Berg, M Scherg
  • Biomedizinische Technik (Ergänzungsband
  • 1997
Highly Influential
4 Excerpts


  • A. Schlögl, P. Anderer, S. J. Roberts
  • Pregen zer, G. Pfurtscheller, Artefact detection…
  • 1999
1 Excerpt

Tracking ICA for eye-movement artefact removal

  • S. J. Roberts, R. Everson, I. Rezek, P. Anderer, A. Schlögl
  • Proc. EMBEC’99, Vienna
  • 1999
3 Excerpts

EKG artifact cancellation from sleep EEG using adaptive filtering

  • Z. Sahul, J. Black, B. Widrow, C. Guilleminau lt
  • Sleep Research,
  • 1995
1 Excerpt

Similar Papers

Loading similar papers…