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Dive into the research topics where Martijn Otten is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients
Dam, T. A., Schade, R. P., de Steenwinkel, J. E. M., Otten, M., Roggeveen, L. F., Hoogendoorn, M., Girbes, A. R. J., Fleuren, L. M. & Elbers, P. W. G., 1 Feb 2026, In: Journal of critical care. 91, 155247.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Causal deep learning to personalize medicine: Which intensive care patients with sepsis will benefit from corticosteroid therapy?
Jagesar, A., Smalbil, L., Galea, E., Struja, T., Dam, T., Hilders, P., Otten, M., Biesheuvel, L., Girbes, A., Thoral, P., Hoogendoorn, M. & Elbers, P., 2025, (E-pub ahead of print) In: Journal of Intensive Medicine.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Downloads (Pure) -
Long-term mortality in ICU patients with hematological malignancies: Impact of organ support duration and ICU length of stay
Otten, M., van Kempen, B. J. H., van der Woude, B., Dam, T. A., Gigengack, R. K., Müller, M. C. A., Girbes, A. R. J., Biemond, B. J., de Grooth, H.-J. & Elbers, P. W. G., 1 Oct 2025, In: Journal of critical care. 89, 155122.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Downloads (Pure) -
Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment
Otten, M., Jagesar, A. R., Dam, T. A., Biesheuvel, L. A., den Hengst, F., Ziesemer, K. A., Thoral, P. J., de Grooth, H.-J., Girbes, A. R. J., François-Lavet, V., Hoogendoorn, M. & Elbers, P. W. G., 1 Feb 2024, In: Critical care medicine. 52, 2, p. E79-E88Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile20 Downloads (Pure) -
Guideline-informed reinforcement learning for mechanical ventilation in critical care
den Hengst, F., Otten, M., Elbers, P., van Harmelen, F., François-Lavet, V. & Hoogendoorn, M., 1 Jan 2024, In: Artificial intelligence in medicine. 147, 102742.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile23 Downloads (Pure)