Incorporating spike correlations into an SVM-based neonatal seizure detector

Karoliina T. Tapani, Sampsa Vanhatalo, Nathan 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
Pages322-325
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

  • EEG
  • neonate
  • non-linear energy
  • seizure
  • support vector machine
  • 217 Medical engineering
  • 3111 Biomedicine

Cite this

Tapani, K. T., Vanhatalo, S., & Stevenson, N. J. (2018). Incorporating spike correlations into an SVM-based neonatal seizure detector. In H. Eskola, O. Väisänen, J. Viik, & J. Hyttinen (Eds.), EMBEC & NBC 2017 (pp. 322-325). (IFMBE Proceedings; Vol. 65). SPRINGER-VERLAG SINGAPORE PTE LTD. https://doi.org/10.1007/978-981-10-5122-7_81
Tapani, Karoliina T. ; Vanhatalo, Sampsa ; Stevenson, Nathan J. . / Incorporating spike correlations into an SVM-based neonatal seizure detector. EMBEC & NBC 2017. editor / Hannu Eskola ; Outi Väisänen ; Jari Viik ; Jari Hyttinen. SPRINGER-VERLAG SINGAPORE PTE LTD, 2018. pp. 322-325 (IFMBE Proceedings).
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title = "Incorporating spike correlations into an SVM-based neonatal seizure detector",
keywords = "EEG, neonate, non-linear energy, seizure, support vector machine, 217 Medical engineering, 3111 Biomedicine",
author = "Tapani, {Karoliina T.} and Sampsa Vanhatalo and Stevenson, {Nathan J.}",
year = "2018",
doi = "10.1007/978-981-10-5122-7_81",
language = "English",
isbn = "978-981-10-5121-0",
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publisher = "SPRINGER-VERLAG SINGAPORE PTE LTD",
pages = "322--325",
editor = "Hannu Eskola and Outi V{\"a}is{\"a}nen and Jari Viik and Jari Hyttinen",
booktitle = "EMBEC & NBC 2017",
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Tapani, KT, Vanhatalo, S & Stevenson, NJ 2018, Incorporating spike correlations into an SVM-based neonatal seizure detector. in H Eskola, O Väisänen, J Viik & J Hyttinen (eds), EMBEC & NBC 2017. IFMBE Proceedings, vol. 65, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 322-325, 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_81

Incorporating spike correlations into an SVM-based neonatal seizure detector. / Tapani, Karoliina T.; Vanhatalo, Sampsa; Stevenson, Nathan J. .

EMBEC & NBC 2017. ed. / Hannu Eskola; Outi Väisänen; Jari Viik; Jari Hyttinen. SPRINGER-VERLAG SINGAPORE PTE LTD, 2018. p. 322-325 (IFMBE Proceedings; Vol. 65).

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

TY - GEN

T1 - Incorporating spike correlations into an SVM-based neonatal seizure detector

AU - Tapani, Karoliina T.

AU - Vanhatalo, Sampsa

AU - Stevenson, Nathan J.

PY - 2018

Y1 - 2018

KW - EEG

KW - neonate

KW - non-linear energy

KW - seizure

KW - support vector machine

KW - 217 Medical engineering

KW - 3111 Biomedicine

U2 - 10.1007/978-981-10-5122-7_81

DO - 10.1007/978-981-10-5122-7_81

M3 - Conference contribution

SN - 978-981-10-5121-0

T3 - IFMBE Proceedings

SP - 322

EP - 325

BT - EMBEC & NBC 2017

A2 - Eskola, Hannu

A2 - Väisänen, Outi

A2 - Viik, Jari

A2 - Hyttinen, Jari

PB - SPRINGER-VERLAG SINGAPORE PTE LTD

ER -

Tapani KT, Vanhatalo S, Stevenson NJ. Incorporating spike correlations into an SVM-based neonatal seizure detector. In Eskola H, Väisänen O, Viik J, Hyttinen J, editors, EMBEC & NBC 2017. SPRINGER-VERLAG SINGAPORE PTE LTD. 2018. p. 322-325. (IFMBE Proceedings). https://doi.org/10.1007/978-981-10-5122-7_81