Projects per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
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van Wingen G.A.: Neuroimaging in Psychiatry
van Leeuwen, W., Liebrand, L., Scheepens, D., van der Straten, A., Zhutovsky, P., van Wingen, G., Thomas, R., Bruin, W., Eijsker, N., El-Gazzar, A., Fridgeirsson, E., Liu, S., Meijs, H., Prentice, A., Votterl, H., Yucel, D., Zhutovsky, P. & van de Mortel, L.
15/11/2020 → …
Project: Research
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Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research
Schuemie, M., Reps, J., Black, A., Defalco, F., Evans, L., Fridgeirsson, E., Gilbert, J. P., Knoll, C., Lavallee, M., Rao, G. A., Rijnbeek, P., Sadowski, K., Sena, A., Swerdel, J., Williams, R. D. & Suchard, M., 25 Jan 2024, In: Studies in health technology and informatics. 310, p. 966-970 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data
Yang, C., Fridgeirsson, E. A., Kors, J. A., Reps, J. M. & Rijnbeek, P. R., 1 Dec 2024, In: Journal of big data. 11, 1, 7.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Attention-based neural networks for clinical prediction modelling on electronic health records
Fridgeirsson, E. A., Sontag, D. & Rijnbeek, P., 1 Dec 2023, In: BMC medical research methodology. 23, 1, 285.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Challenges of Estimating Global Feature Importance in Real-World Health Care Data
Markus, A. F., Fridgeirsson, E. A., Kors, J. A., Verhamme, K. M. C. & Rijnbeek, P. R., 18 May 2023, In: Studies in health technology and informatics. 302, p. 1057-1061 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?
Yang, C., Fridgeirsson, E. A., Kors, J. A., Reps, J. M., Rijnbeek, P. R., Wong, J. & Williams, R. D., 18 May 2023, In: Studies in health technology and informatics. 302, p. 129-130 2 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access