Research output per year
Research output per year
Personal profile
Personal profile
Wendy works in the field of health informatics, with as main topics data science, personalized eHealth technologies, Clinical Decision Supports Systems (CDSS), and the application of interoperability and machine learning to optimize the referral and treatment of patients in healthcare. Currently, this research is mainly focused on patients with chronic musculoskeletal pain.
She was involved at RRD (www.rrd.nl) as researcher in the H2020 Back-UP project (http://backup-project.eu/), which aims to create a predictive model to support effective and efficient treatment of neck and lower back pain. Currently, she leads the Pioneers in HealthCare (PIHC) PReferral project on the optimization of existing care pathways and referrals of patients with chronic musculoskeletal pain in 1st, 2nd and 3rd care based on artificial intelligence.
Currently, she work 1 day a week at the University of Twente in the biomedical signals and system group (https://www.utwente.nl/en/eemcs/bss) within the Personalized eHealth Technology Program (https://www.utwente.nl/en/techmed/research/research-programmes/ehealth/) and 4 days a week as senior data scientist at Univé, a cooperative nonprofit insurance company in the Netherlands.
Education/Academic qualification
PhD, University of Twente
1 Jan 2014 → 20 Dec 2017
Award Date: 20 Dec 2017
Master, University of Twente
30 Sep 1986 → 1 Jul 1991
Award Date: 1 Jul 1991
External positions
Senior Data Scientist at Univé, Univé
17 Aug 2020 → …Researcher Roessingh Research and Development, Roessingh Research and Development
1 Oct 2018 → 1 Oct 2020Researcher Roessingh Research and Development, Roessingh Research and Development
1 Jan 2003 → 31 Dec 2005Webdeveloper, Ilca Media
31 Aug 1999 → 1 Dec 2020Lecturer Computer Science University of Applied Sciences Arnhem en Nijmegen (HAN), Hogeschool van Arnhem en Nijmegen (HAN)
1 Aug 1997 → 31 Jul 2000Software Engineer, Radboud University Medical Center
1 Jul 1991 → 30 Jul 1997Keywords
- QA75 Electronic computers. Computer science
- machine learning
- eHealth
- artificial intelligence
- data science
- health data interoperability
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Appropriate healthcare referrals of patients with chronic musculoskeletal pain? We can do better: a multimodal artificial intelligence approach
d'Hollosy, W., Jansen, D. J. & Poel, M., 29 Jan 2021.Research output: Contribution to conference › Abstract › Academic
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The usage of patient-reported data in machine learning to predict pain rehabilitation: possible or not?
d'Hollosy, W., Bekmann, A., Jansen, D. J. & Prosman, G-J., 10 Mar 2021.Research output: Contribution to conference › Abstract › Academic
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Towards optimized personalized referral advice and patient satisfaction in chronic musculoskeletal pain
d'Hollosy, W., Konijnendijk, A., Bessembinder, R., Leeferink, F. & Broeks, J., 29 Jan 2021.Research output: Contribution to conference › Abstract › Academic
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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 proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
E-Supporter: Personalized Technology Supported Coaching of Patients with Chronic Diseases
Oude Nijeweme - d'Hollosy, W., Schrijver, L. K. & Vollenbroek-Hutten, M. M. R., 24 Jan 2019. 1 p.Research output: Contribution to conference › Poster › Academic
Prizes
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Pioneers in Healthcare Voucher -PReferral Project
Oude Nijeweme - d'Hollosy, Wendy (Recipient), 9 Dec 2019
Prize
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Towards optimized personalized referral advice and patient satisfaction in chronic musculoskeletal pain
Wendy Oude Nijeweme - d'Hollosy (Speaker)
29 Jan 2021Activity: Talk or presentation › Oral presentation
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Inappropriate healthcare referrals of patients with chronic musculoskeletal pain? We can do better: a multimodal artificial intelligence approach
Wendy Oude Nijeweme - d'Hollosy (Speaker)
29 Jan 2021Activity: Talk or presentation › Oral presentation
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The usage of patient-reported data in machine learning to predict pain rehabilitation: possible or not?
Wendy Oude Nijeweme - d'Hollosy (Speaker)
10 Mar 2021Activity: Talk or presentation › Oral presentation
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Back-UP Project Showcase and Industry Forum (Online)
Wendy Oude Nijeweme - d'Hollosy (Speaker)
24 Jun 2020Activity: Talk or presentation › Oral presentation
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HEALTHINF 2020: 13th International Conference on Health Informatics
Wendy Oude Nijeweme - d'Hollosy (Speaker)
24 Feb 2020 → 26 Feb 2020Activity: Talk or presentation › Oral presentation