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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Interoperability and machine learning in primary care: A clinical decision support system for low back pain., University of Twente
1 Jan 2014 → 20 Dec 2017
Award Date: 20 Dec 2017
Master, The control of the swing phase of the gait with the help of electrical stimulation , University of Twente
30 Sept 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 2020
Researcher Roessingh Research and Development, Roessingh Research and Development
1 Jan 2003 → 31 Dec 2005
Webdeveloper, Ilca Media
31 Aug 1999 → 1 Dec 2020
Lecturer Computer Science University of Applied Sciences Arnhem en Nijmegen (HAN), HAN University of Applied Sciences
1 Aug 1997 → 31 Jul 2000
Software Engineer, Radboud University Medical Center
1 Jul 1991 → 30 Jul 1997
Keywords
- QA75 Electronic computers. Computer science
- machine learning
- eHealth
- artificial intelligence
- data science
- health data interoperability
Artificial Intelligence Expert
- Health and Well-being
- Smart and Service Industry
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Data Mining, Process Mining and Search
- Ethical Dimensions of AI
- Knowledge Representation and Reasoning
- Human AI Interaction
- Economical / Environmental Impact of AI
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Collaborations and top research areas from the last five years
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A Digital Coach (E-Supporter 1.0) to Support Physical Activity and a Healthy Diet in People With Type 2 Diabetes: Acceptability and Limited Efficacy Testing
Hietbrink, E. A. G., Oude Nijeweme-d’Hollosy, W., Middelweerd, A., Konijnendijk, A. A. J., Schrijver, L. K., ten Voorde, A. S., Fokkema, E. M. S., Laverman, G. D. & Vollenbroek-Hutten, M. M. R., 28 Jul 2023, In: JMIR Formative Research. 7, 17 p., e45294.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile16 Downloads (Pure) -
A Digital Lifestyle Coach (E-Supporter 1.0) to Support People With Type 2 Diabetes: Participatory Development Study
Hietbrink, E. A. G., Middelweerd, A., Empelen, P. V., Preuhs, K., Konijnendijk, A. A. J., Nijeweme-d’Hollosy, W. O., Schrijver, L. K., Laverman, G. D. & Vollenbroek-Hutten, M. M. R., 12 Jan 2023, In: JMIR human factors. 10, e40017.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)34 Downloads (Pure) -
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes
Verma, D., Jansen, D., Bach, K., Poel, M., Mork, P. J. & d'Hollosy, W., Dec 2022, In: BMC medical informatics and decision making. 22, 11 p., 227.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)21 Downloads (Pure) -
Factors used by general practitioners for referring patients with chronic musculoskeletal pain: A qualitative study
Slatman, E. S., Mossink, A., Jansen, D. J., Broeks, J., van der Lugt, P., Prosman, G-J. & d'Hollosy, W., 1 Dec 2022, In: BMC family practice. 23, 12 p., 126.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)23 Downloads (Pure) -
Technology-supported shared decision-making in chronic conditions: preliminary results of a systematic review
Vaseur, R., te Braake, E., Beinema, T., d'Hollosy, W. & Tabak, M., 4 Sept 2022, In: European respiratory journal. 60, 2 p.Research output: Contribution to journal › Meeting Abstract › 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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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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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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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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DCRM 2020 | Rehabilitation Medicine Congress
Wendy Oude Nijeweme - d'Hollosy (Speaker)
13 Nov 2020Activity: 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