Artifact detection in neonatal EEG using Gaussian mixture models

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

doi:10.1007/978-981-10-5122-7_56

Artifact detection in neonatal EEG using Gaussian mixture models

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	EMBEC & NBC 2017
Editors	Hannu Eskola, Outi Väisänen, Jari Viik, Jari Hyttinen
Number of pages	4
Publisher	SPRINGER-VERLAG SINGAPORE PTE LTD
Publication date	2018
Pages	221-224
ISBN (Print)	978-981-10-5121-0
ISBN (Electronic)	978-981-10-5122-7
DOIs	https://doi.org/10.1007/978-981-10-5122-7_56
Publication status	Published - 2018
MoE publication type	A4 Article in conference proceedings
Event	Joint 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 2017 → 1 Jun 2017

Publication series

Name	IFMBE Proceedings
Publisher	SPRINGER-VERLAG SINGAPORE PTE LTD
Volume	65
ISSN (Print)	1680-0737

Fields of Science

artifact
classification
EEG
neonate
GMM
3123 Gynaecology and paediatrics

Access to Document

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

Cite this

@inproceedings{7678c385b9e44d20ac7f22c2f222b0d0,

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.}",

year = "2018",

doi = "10.1007/978-981-10-5122-7_56",

language = "English",

isbn = "978-981-10-5121-0",

series = "IFMBE Proceedings",

publisher = "SPRINGER-VERLAG SINGAPORE PTE LTD",

pages = "221--224",

editor = "Hannu Eskola and Outi V{\"a}is{\"a}nen and Jari Viik and Jari Hyttinen",

booktitle = "EMBEC & NBC 2017",

address = "Singapore",

note = "Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC) ; Conference date: 01-06-2017 Through 01-06-2017",

}

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 proceeding › Conference contribution › Scientific › peer-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

T2 - Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) / Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC)

Y2 - 1 June 2017 through 1 June 2017

ER -