1991 …2020

Research output per year

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Personal profile

Personal profile

Personal profile

Wendy Oude Nijeweme- d’Hollosy obtained her MSc in Computer Science with a biomedical note at the University of Twente in 1991. After working for several years in industry and education, she returned to research in 2014 and obtained her PhD in 2017. Her main interest is in eHealth, data exchange among IT healthcare systems (interoperability) and data science and machine learning to develop prediction models as base for clinical decision support systems in healthcare. Currently, she works 4 days a week at the University of Twente in the biomedical signals and system group (https://www.utwente.nl/en/eemcs/bss) and 1 day at Roessingh Research & Development (www.rrd.nl). At the University of Twente, she works on five different projects focused on eHealth and eCoaching, as team member of the Personalized eHealth Technology Program (https://www.utwente.nl/en/techmed/research/research-programmes/ehealth/) , as lecturer in the BSc Creative Technology program and as supervisor of PhD, BSc and MSc students. At RRD, she is involved in the Back-UP project (Horizon 2020) (http://backup-project.eu/) , which aims to create a predictive model to support effective and efficient treatment of neck and lower back pain.

Education/Academic qualification

PhD, University of Twente

1 Jan 201420 Dec 2017

Master, University of Twente

30 Sep 19861 Jul 1991

External positions


1 Oct 2018 → …


1 Jan 200331 Dec 2005

Webdeveloper, Ilca Media

31 Aug 199931 Dec 2013

Lecturer Computer Science

1 Aug 199731 Jul 2000

Software Engineer, Radboud University Medical Center

1 Jul 199130 Jul 1997


  • QA75 Electronic computers. Computer science
  • machine learning
  • eHealth
  • artificial intelligence
  • data science
  • health data interoperability

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Research Output

Applying machine learning on patient-reported data to model the selection of appropriate treatments for low back pain: A Pilot Study

Oude Nijeweme - d'Hollosy, W., van Velsen, L., Poel, M., Groothuis-Oudshoorn, C., Soer, R., Stegeman, P. & Hermens, H., 24 Feb 2020, Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) . SCITEPRESS, Vol. 5: HEALTHINF. p. 117-124 8 p.

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

  • An Interoperable eHealth Reference Architecture for Primary Care

    Oude Nijeweme - d'Hollosy, W., van Velsen, L. S., Henket, A. & Hermens, H. J., 2018, 2018 IEEE Symposium on Computers and Communications (ISCC). IEEE

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

  • A Study on the Perceptions of Autistic Adolescents towards Mainstream Emotion Recognition Technologies

    Oude Nijeweme-d'Hollosy, W., Notenboom, T. & Banos, O., 2018, In : Proceedings (MDPI). 2, 19, 1200.

    Research output: Contribution to journalConference articleAcademicpeer-review

    Open Access
  • 51 Downloads (Pure)

    Back-UP: Personalised Prognostic Models To Improve Well-Being And return To Work After Neck and Low Back Pain

    Cabrita, A. M., Oude Nijeweme - d'Hollosy, W. & Jansen-Kosterink, S., 15 Nov 2018, p. 26. 1 p.

    Research output: Contribution to conferencePaper

  • Prizes

  • Activities

    • 3 Oral presentation
    • 2 Invited talk

    DCRM Workshop "Big data in pain rehabilitation"

    Wendy Oude Nijeweme - d'Hollosy (Speaker)
    7 Nov 2019

    Activity: Talk or presentationInvited talk

    College: Efficiëntere zorg door zelflerende computers?

    Wendy Oude Nijeweme - d'Hollosy (Speaker)
    19 Jul 2019

    Activity: Talk or presentationOral presentation

    Vignetten studie pijnrevalidatienek- en lage rugklachten

    Wendy Oude Nijeweme - d'Hollosy (Speaker)
    26 Sep 2019

    Activity: Talk or presentationInvited talk

    Intelligent triage for low back pain

    Wendy Oude Nijeweme - d'Hollosy (Speaker)
    17 Dec 2019

    Activity: Talk or presentationOral presentation

    Workshop: Beslissingsondersteuning van lage rugpijn in de eerste en tweede lijn.

    Wendeline Oude Nijeweme-d'Hollosy (Speaker), Remko Soer (Speaker)
    13 Nov 2018

    Activity: Talk or presentationOral presentation