Skip to main content

Main menu

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT

User menu

Search

  • Advanced search
eNeuro

eNeuro

Advanced Search

 

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT
PreviousNext
Research ArticleResearch Article: Methods/New Tools, Novel Tools and Methods

Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance

Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem and Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; DOI: https://doi.org/10.1523/ENEURO.0160-22.2022
Marina Diachenko
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Marina Diachenko
Simon J. Houtman
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Simon J. Houtman
Erika L. Juarez-Martinez
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jennifer R. Ramautar
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
3N=You Neurodevelopmental Precision Center, Amsterdam Neuroscience, Amsterdam Reproduction and Development, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robin Weiler
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Huibert D. Mansvelder
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hilgo Bruining
2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
3N=You Neurodevelopmental Precision Center, Amsterdam Neuroscience, Amsterdam Reproduction and Development, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
4Levvel, Center for Child and Adolescent Psychiatry, Amsterdam 1105 AZ, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter Bloem
5Informatics Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Klaus Linkenkaer-Hansen
1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Klaus Linkenkaer-Hansen
  • Article
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF
Loading

Article Information

DOI 
https://doi.org/10.1523/ENEURO.0160-22.2022
PubMed 
36104277
Published By 
Society for Neuroscience
History 
  • Received April 19, 2022
  • Revision received August 8, 2022
  • Accepted September 7, 2022
  • Published online September 14, 2022.
Copyright & Usage 
Copyright © 2022 Diachenko et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Marina Diachenko1,
  2. Simon J. Houtman1,
  3. Erika L. Juarez-Martinez1,2,
  4. Jennifer R. Ramautar2,3,
  5. Robin Weiler1,
  6. Huibert D. Mansvelder1,
  7. Hilgo Bruining2,3,4,
  8. Peter Bloem5 and
  9. Klaus Linkenkaer-Hansen1
  1. 1Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  2. 2Child and Adolescent Psychiatry and Psychosocial Care, Emma Children’s Hospital, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  3. 3N=You Neurodevelopmental Precision Center, Amsterdam Neuroscience, Amsterdam Reproduction and Development, Amsterdam University Medical Centers, Amsterdam 1105 AZ, The Netherlands
  4. 4Levvel, Center for Child and Adolescent Psychiatry, Amsterdam 1105 AZ, The Netherlands
  5. 5Informatics Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
  1. Correspondence should be addressed to Klaus Linkenkaer-Hansen at klaus.linkenkaer{at}cncr.vu.nl.
View Full Text

Author contributions

  1. Author contributions: M.D., S.J.H., H.D.M., H.B., P.B., and K.L.-H. designed research; M.D., E.L.J.-M., and J.R.R. performed research; M.D., S.J.H., and R.W. contributed unpublished reagents/analytic tools; M.D. analyzed data; M.D., S.J.H., E.L.J.-M., J.R.R., H.D.M., H.B., P.B., and K.L.-H. wrote the paper.

Disclosures

  • K.L.-H. is shareholder of NBT Analytics BV, which provides EEG-analysis services for clinical trials. H.B. and K.L.-H. are shareholders of Aspect Neuroprofiles BV, which develops physiology-informed prognostic measures for neurodevelopmental disorders. All other authors declare no competing financial interests.

  • This work was supported by the ZonMW Top Grant 2019/01724/ZONMW (to K.L.-H.) and the Amsterdam Neuroscience Alliance Project CIA-2019-04 (to K.L.-H.).

Funding

  • ZonMw (Netherlands Organisation for Health Research and Development)

    2019/01724/ZONMW
  • Amsterdam Neuroscience (Amsterdam Neuroscience research institute)

    CIA-2019-04

Other Version

  • You are viewing the most recent version of this article.
  • previous version (September 14, 2022).

Online Impact

 

Article usage

Select a custom date range for the past year
E.g., 2023-12-09
to
E.g., 2023-12-09

Article usage: September 2022 to December 2023

AbstractFullPdf
Sep 2022256122132
Oct 202279558162
Nov 20226514269
Dec 2022237829
Total 2022423900392
Jan 2023217444
Feb 20231712022
Mar 20231611937
Apr 202379716
May 2023189328
Jun 20232814028
Jul 20231111722
Aug 2023188453
Sep 20231410741
Oct 20231010826
Nov 20231112129
Dec 202312410
Total 20231721204356
Total5952104748
Back to top

In this issue

eneuro: 9 (5)
eNeuro
Vol. 9, Issue 5
September/October 2022
  • Table of Contents
  • Index by author
  • Ed Board (PDF)
Email

Thank you for sharing this eNeuro article.

NOTE: We request your email address only to inform the recipient that it was you who recommended this article, and that it is not junk mail. We do not retain these email addresses.

Enter multiple addresses on separate lines or separate them with commas.
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
(Your Name) has forwarded a page to you from eNeuro
(Your Name) thought you would be interested in this article in eNeuro.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Print
View Full Page PDF
Citation Tools
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem, Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; DOI: 10.1523/ENEURO.0160-22.2022

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Respond to this article
Share
Improved Manual Annotation of EEG Signals through Convolutional Neural Network Guidance
Marina Diachenko, Simon J. Houtman, Erika L. Juarez-Martinez, Jennifer R. Ramautar, Robin Weiler, Huibert D. Mansvelder, Hilgo Bruining, Peter Bloem, Klaus Linkenkaer-Hansen
eNeuro 14 September 2022, 9 (5) ENEURO.0160-22.2022; DOI: 10.1523/ENEURO.0160-22.2022
Reddit logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Visual Abstract
    • Abstract
    • Significance Statement
    • Introduction
    • Materials and Methods
    • Results
    • Discussion
    • Acknowledgments
    • Footnotes
    • References
    • Synthesis
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF

Keywords

  • artifact detection
  • convolutional neural networks
  • deep learning
  • digital signal processing
  • EEG

Responses to this article

Respond to this article

Jump to comment:

No eLetters have been published for this article.

Related Articles

Cited By...

More in this TOC Section

Research Article: Methods/New Tools

  • Functional Dissection of Ipsilateral and Contralateral Neural Activity Propagation Using Voltage-Sensitive Dye Imaging in Mouse Prefrontal Cortex
  • A Two-Stage Automatic System for Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms
  • Different Methods to Estimate the Phase of Neural Rhythms Agree But Only During Times of Low Uncertainty
Show more Research Article: Methods/New Tools

Novel Tools and Methods

  • Functional Dissection of Ipsilateral and Contralateral Neural Activity Propagation Using Voltage-Sensitive Dye Imaging in Mouse Prefrontal Cortex
  • A Two-Stage Automatic System for Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms
  • Different Methods to Estimate the Phase of Neural Rhythms Agree But Only During Times of Low Uncertainty
Show more Novel Tools and Methods

Subjects

  • Novel Tools and Methods

  • Home
  • Alerts
  • Visit Society for Neuroscience on Facebook
  • Follow Society for Neuroscience on Twitter
  • Follow Society for Neuroscience on LinkedIn
  • Visit Society for Neuroscience on Youtube
  • Follow our RSS feeds

Content

  • Early Release
  • Current Issue
  • Latest Articles
  • Issue Archive
  • Blog
  • Browse by Topic

Information

  • For Authors
  • For the Media

About

  • About the Journal
  • Editorial Board
  • Privacy Policy
  • Contact
  • Feedback
(eNeuro logo)
(SfN logo)

Copyright © 2023 by the Society for Neuroscience.
eNeuro eISSN: 2373-2822

The ideas and opinions expressed in eNeuro do not necessarily reflect those of SfN or the eNeuro Editorial Board. Publication of an advertisement or other product mention in eNeuro should not be construed as an endorsement of the manufacturer’s claims. SfN does not assume any responsibility for any injury and/or damage to persons or property arising from or related to any use of any material contained in eNeuro.