Artifact detection in neonatal EEG using Gaussian mixture models

M. Kauppila, S. Vanhatalo, N. J. Stevenson

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Original languageEnglish
Title of host publicationEMBEC & NBC 2017
EditorsHannu Eskola, Outi Väisänen, Jari Viik, Jari Hyttinen
Number of pages4
PublisherSPRINGER-VERLAG SINGAPORE PTE LTD
Publication date2018
Pages221-224
ISBN (Print)978-981-10-5121-0
ISBN (Electronic)978-981-10-5122-7
DOIs
Publication statusPublished - 2018
MoE publication typeA4 Article in conference proceedings
EventJoint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC) - Tampere, Finland
Duration: 1 Jun 20171 Jun 2017

Publication series

NameIFMBE Proceedings
PublisherSPRINGER-VERLAG SINGAPORE PTE LTD
Volume65
ISSN (Print)1680-0737

Fields of Science

  • artifact
  • classification
  • EEG
  • neonate
  • GMM
  • 3123 Gynaecology and paediatrics

Cite this

Kauppila, M., Vanhatalo, S., & Stevenson, N. J. (2018). Artifact detection in neonatal EEG using Gaussian mixture models. In H. Eskola, O. Väisänen, J. Viik, & J. Hyttinen (Eds.), EMBEC & NBC 2017 (pp. 221-224). (IFMBE Proceedings; Vol. 65). SPRINGER-VERLAG SINGAPORE PTE LTD. https://doi.org/10.1007/978-981-10-5122-7_56
Kauppila, M. ; Vanhatalo, S. ; Stevenson, N. J. / Artifact detection in neonatal EEG using Gaussian mixture models. EMBEC & NBC 2017. editor / Hannu Eskola ; Outi Väisänen ; Jari Viik ; Jari Hyttinen. SPRINGER-VERLAG SINGAPORE PTE LTD, 2018. pp. 221-224 (IFMBE Proceedings).
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title = "Artifact detection in neonatal EEG using Gaussian mixture models",
keywords = "artifact, classification, EEG, neonate, GMM, 3123 Gynaecology and paediatrics",
author = "M. Kauppila and S. Vanhatalo and Stevenson, {N. J.}",
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language = "English",
isbn = "978-981-10-5121-0",
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publisher = "SPRINGER-VERLAG SINGAPORE PTE LTD",
pages = "221--224",
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Kauppila, M, Vanhatalo, S & Stevenson, NJ 2018, Artifact detection in neonatal EEG using Gaussian mixture models. in H Eskola, O Väisänen, J Viik & J Hyttinen (eds), EMBEC & NBC 2017. IFMBE Proceedings, vol. 65, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 221-224, Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, 01/06/2017. https://doi.org/10.1007/978-981-10-5122-7_56

Artifact detection in neonatal EEG using Gaussian mixture models. / Kauppila, M.; Vanhatalo, S.; Stevenson, N. J.

EMBEC & NBC 2017. ed. / Hannu Eskola; Outi Väisänen; Jari Viik; Jari Hyttinen. SPRINGER-VERLAG SINGAPORE PTE LTD, 2018. p. 221-224 (IFMBE Proceedings; Vol. 65).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

TY - GEN

T1 - Artifact detection in neonatal EEG using Gaussian mixture models

AU - Kauppila, M.

AU - Vanhatalo, S.

AU - Stevenson, N. J.

PY - 2018

Y1 - 2018

KW - artifact

KW - classification

KW - EEG

KW - neonate

KW - GMM

KW - 3123 Gynaecology and paediatrics

U2 - 10.1007/978-981-10-5122-7_56

DO - 10.1007/978-981-10-5122-7_56

M3 - Conference contribution

SN - 978-981-10-5121-0

T3 - IFMBE Proceedings

SP - 221

EP - 224

BT - EMBEC & NBC 2017

A2 - Eskola, Hannu

A2 - Väisänen, Outi

A2 - Viik, Jari

A2 - Hyttinen, Jari

PB - SPRINGER-VERLAG SINGAPORE PTE LTD

ER -

Kauppila M, Vanhatalo S, Stevenson NJ. Artifact detection in neonatal EEG using Gaussian mixture models. In Eskola H, Väisänen O, Viik J, Hyttinen J, editors, EMBEC & NBC 2017. SPRINGER-VERLAG SINGAPORE PTE LTD. 2018. p. 221-224. (IFMBE Proceedings). https://doi.org/10.1007/978-981-10-5122-7_56