Research output per year
Research output per year
Personal profile
Biography
Since 2019 Tuur Leeuwenberg works as an assistant professor at the Julius Center of the University Medical Center Utrecht. Before that, he conducted his PhD research in machine learning for natural language processing at the LIIR Research Lab of the Computer Science Department, Katholieke Universiteit Leuven.
His primary background and research expertise is in natural language processing methodology, with a special focus on NLP for routine care text (e.g., clinical notes or discharge summaries from electronic health records).
A complete (Google scholar) list of his publications can be found here.
The corresponding code and data can be found on his github, here.
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
Research output
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Pretrained language models for selection of cohorts from electronic health records
Spiero, I., Damen, J. A. A., Hooft, L., Moons, K. G. M. & Leeuwenberg, A. M., Sept 2026, In: Informatics in Medicine Unlocked. 65, 101803.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Treatment effect estimation by comparing observed and predicted outcomes: conditions for valid inference and practical illustration
Meijerink, L. M., Leeuwenberg, A. M., Choi, J., Penning de Vries, B. B. L., Langendijk, J. A., van Loon, J. G. M., Nout, R. A., Moons, K. G. M. & Schuit, E., 24 Jul 2026, In: Diagnostic and Prognostic Research. 10, 1, 20.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
Using large language models for automated assessment of reporting quality and completeness of prediction model studies
Spiero, I., Leeuwenberg, A. M., Kamperman, J., Hooft, L., Moons, K. G. M. & Damen, J. A. A., Aug 2026, In: Journal of Clinical Epidemiology. 196, 112320.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Evaluation of semi-automated record screening methods for systematic reviews of prognosis studies and intervention studies
Spiero, I., Leeuwenberg, A. M., Moons, K. G. M., Hooft, L. & Damen, J. A. A., Nov 2025, In: Research Synthesis Methods. 16, 6, p. 975-989 15 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
International partnership for governing generative artificial intelligence models in medicine
Ong, J. C. L., Ning, Y., Collins, G. S., Bitterman, D. S., Beecy, A. N., Chang, R. T., Denniston, A. K., Freyer, O., Gilbert, S., de Hond, A., Leeuwenberg, A. M., Zhao, L., Lim, J. C. W., Liu, M., Liu, X., Longhurst, C. A., Ma, Y., Qiu, Y., Sarkar, R. & Sheng, B. & 13 others, , Sept 2025, In: Nature medicine. 31, 9, p. 2836–2839 4 p., doi.org/10.1038/s41591-025-03787-4.Research output: Contribution to journal › Letter › Academic › peer-review
Open AccessFile1 Downloads (Pure)