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About us Practical matters How to find us L.R. (Leslie) Zwerwer, MSc

L.R. (Leslie) Zwerwer, MSc

Postdoc

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Faculty of Behavioural and Social Sciences

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Faculty of Medical Sciences

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l.r.zwerwer rug.nl

Homepage ORCID Research Portal

Publications

Complex challenges in healthcare: from advanced statistics to artificial intelligence

Zwerwer, L., 2025, [Groningen]: University of Groningen. 221 p.

Research output: Thesis › Thesis fully internal (DIV)

Identification of undetected SARS-CoV-2 infections by clustering of Nucleocapsid antibody trajectories

COVID-19 Infection Survey team, Zwerwer, L. R., Peto, T. E. A., Pouwels, K. B. & Walker, A. S., Dec-2025, In: Nature Communications. 16, 13 p., 4466.

Research output: Contribution to journal › Article › Academic › peer-review

Identifying future high healthcare utilization in patients with multimorbidity – development and internal validation of machine learning prediction models using electronic health record data

Weil, L. I., Zwerwer, L. R., Chu, H., Verhoeff, M., Jeurissen, P. P. T. & van Munster, B. C., May-2024, In: Health and Technology. 14, 3, p. 433-449 17 p.

Research output: Contribution to journal › Article › Academic › peer-review

Identifying the need for infection-related consultations in intensive care patients using machine learning models

Zwerwer, L. R., Luz, C. F., Soudis, D., Giudice, N., Nijsten, M. W. N., Glasner, C., Renes, M. H. & Sinha, B., 2024, In: Scientific Reports. 14, 1, 13 p., 2317.

Research output: Contribution to journal › Article › Academic › peer-review

Mechanical ventilation as a major driver of COVID-19 hospitalization costs: a costing study in a German setting

Zwerwer, L. R., Kloka, J., van der Pol, S., Postma, M. J., Zacharowski, K., van Asselt, A. D. I. & Friedrichson, B., Dec-2024, In: Health economics review. 14, 1, 17 p., 4.

Research output: Contribution to journal › Article › Academic › peer-review

The value of artificial intelligence for the treatment of mechanically ventilated intensive care unit patients: An early health technology assessment

Zwerwer, L. R., van der Pol, S., Zacharowski, K., Postma, M. J., Kloka, J., Friedrichson, B. & van Asselt, A. D. I., Aug-2024, In: Journal of Critical Care. 82, 10 p., 154802.

Research output: Contribution to journal › Article › Academic › peer-review

Clusters of medical specialties around patients with multimorbidity – employing fuzzy c-means clustering to explore multidisciplinary collaboration

Verhoeff, M., Weil, L. I., Chu, H., Vermeeren, Y., de Groot, J., Burgers, J. S., Jeurissen, P. P. T., Zwerwer, L. R. & van Munster, B. C., 2023, In: BMC Health Services Research. 23, 15 p., 975.

Research output: Contribution to journal › Article › Academic › peer-review

Platform pop: disentangling Spotify’s intermediary role in the music industry

Prey, R., Esteve Del Valle, M. & Zwerwer, L., 2022, In: Information Communication & Society. 25, 1, p. 74-92 19 p.

Research output: Contribution to journal › Article › Academic › peer-review

The dynamics underlying the rise of star performers

Zwerwer, L. & den Hartigh, R., Apr-2022, In: Nonlinear dynamics, psychology, and life sciences. 26, 2, p. 163-186 24 p.

Research output: Contribution to journal › Article › Academic › peer-review

Predicting Infection-related Consultations on Intensive Care Units - Development of a Machine Learning Prediction Model

Luz, C. F., Soudis, D., Renes, M. H., Zwerwer, L. R., Giudice, N., Glasner, C., Nijsten, M. W. N. & Sinha, B., 6-Apr-2021, (Submitted) MedRxiv, 24 p. (medRxiv).

Research output: Working paper › Preprint › Academic

All (11) publications

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