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
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Leveraging real-world data to optimize pharmacotherapy outcomes in multimorbid patients by using machine learning and knowledge representation methods (LEAPfROG Study)
Klopotowska, J., Cornet, R., Cinà, G., Medlock, S., ten Teije, A., Abu Hanna, A., van Harmelen, F., Dusseljee - Peute, L., Herings, R., Vagliano, I., Lieverse, J., Fernández-Llaneza, D. & Vos, R.
1/11/2022 → 1/11/2027
Project: Research
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Causal blind spots when using prediction models for treatment decisions
Geloven, N. V., Keogh, R. H., Amsterdam, W. V., Cinà, G., Krijthe, J. H., Peek, N., Luijken, K., Magliacane, S., Morzywołek, P., Ommen, T. V., Putter, H., Sperrin, M., Wang, J., Weir, D. L. & Didelez, V., 27 Feb 2024.Research output: Working paper › Preprint › Research
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Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury
Kom, I. Y., Klopotowska, J., Dongelmans, D., Keizer, N. D., Jager, K., Abu-Hanna, A. & Cinà, G., 15 Nov 2023.Research output: Working paper › Preprint › Research
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Fixing confirmation bias in feature attribution methods via semantic match
Cinà, G., Fernandez-Llaneza, D., Mishra, N., Röber, T. E., Pezzelle, S., Calixto, I., Goedhart, R. & Birbil, Ş. İ., 3 Jul 2023.Research output: Working paper › Preprint › Research
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Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study
van der Meijden, S. L., de Hond, A. A. H., Thoral, P. J., Steyerberg, E. W., Kant, I. M. J., Cinà, G. & Arbous, M. S., 5 Jan 2023, In: JMIR human factors. 10, 12 p., e39114.Research output: Contribution to journal › Article › Academic › peer-review
Open Access3 Citations (Scopus) -
Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model
de Hond, A. A. H., Kant, I. M. J., Fornasa, M., Cinà, G., Elbers, P. W. G., Thoral, P. J., Sesmu Arbous, M. & Steyerberg, E. W., 1 Feb 2023, In: Critical Care Medicine. 51, 2, p. 291-300 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access6 Citations (Scopus)