Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection

Karoliina T. Tapani, Sampsa Vanhatalo, Nathan J. Stevenson

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number1850030
JournalInternational Journal of Neural Systems
Volume29
Issue number4
Number of pages15
ISSN0129-0657
DOIs
Publication statusPublished - May 2019
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Electroencephalography
  • support vector machines
  • time-frequency distributions
  • neonatal seizure detection
  • nonstationary signal processing
  • STATISTICAL TURING TEST
  • NEWBORN EEG
  • BRAIN-INJURY
  • FREQUENCY
  • MODEL
  • ALGORITHM
  • AGREEMENT
  • INFANTS
  • SYSTEM
  • SERIES
  • 3112 Neurosciences
  • 3124 Neurology and psychiatry
  • 113 Computer and information sciences

Cite this

@article{c280e7c57ed7484ea6777dffcbf94b03,
title = "Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection",
keywords = "Electroencephalography, support vector machines, time-frequency distributions, neonatal seizure detection, nonstationary signal processing, STATISTICAL TURING TEST, NEWBORN EEG, BRAIN-INJURY, FREQUENCY, MODEL, ALGORITHM, AGREEMENT, INFANTS, SYSTEM, SERIES, 3112 Neurosciences, 3124 Neurology and psychiatry, 113 Computer and information sciences",
author = "Tapani, {Karoliina T.} and Sampsa Vanhatalo and Stevenson, {Nathan J.}",
year = "2019",
month = "5",
doi = "10.1142/S0129065718500302",
language = "English",
volume = "29",
journal = "International Journal of Neural Systems",
issn = "0129-0657",
publisher = "WORLD SCIENTIFIC PUBL CO PTE LTD",
number = "4",

}

Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. / Tapani, Karoliina T.; Vanhatalo, Sampsa; Stevenson, Nathan J.

In: International Journal of Neural Systems, Vol. 29, No. 4, 1850030, 05.2019.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection

AU - Tapani, Karoliina T.

AU - Vanhatalo, Sampsa

AU - Stevenson, Nathan J.

PY - 2019/5

Y1 - 2019/5

KW - Electroencephalography

KW - support vector machines

KW - time-frequency distributions

KW - neonatal seizure detection

KW - nonstationary signal processing

KW - STATISTICAL TURING TEST

KW - NEWBORN EEG

KW - BRAIN-INJURY

KW - FREQUENCY

KW - MODEL

KW - ALGORITHM

KW - AGREEMENT

KW - INFANTS

KW - SYSTEM

KW - SERIES

KW - 3112 Neurosciences

KW - 3124 Neurology and psychiatry

KW - 113 Computer and information sciences

U2 - 10.1142/S0129065718500302

DO - 10.1142/S0129065718500302

M3 - Article

VL - 29

JO - International Journal of Neural Systems

JF - International Journal of Neural Systems

SN - 0129-0657

IS - 4

M1 - 1850030

ER -