Research Output per year
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy
Fleuren, L. M., Klausch, T. L. T., Zwager, C. L., Schoonmade, L. J., Guo, T., Roggeveen, L. F., Swart, E. L., Girbes, A. R. J., Thoral, P., Ercole, A., Hoogendoorn, M. & Elbers, P. W. G., 21 Jan 2020, In : Intensive Care Medicine. 46, 3, 18 p.Research output: Contribution to journal › Review article › Academic › peer-review
Open Access
Machine learning in intensive care medicine: ready for take-off?
Fleuren, L. M., Thoral, P., Shillan, D., Ercole, A., Elbers, P. W. G. & Right Data Right Now Collaborators, 1 Jan 2020, (Accepted/In press) In : Intensive Care Medicine.Research output: Contribution to journal › Letter › Academic › peer-review
Transferring clinical prediction models across hospitals and electronic health record systems
Curth, A., Thoral, P., van den Wildenberg, W., Bijlstra, P., de Bruin, D., Elbers, P. & Fornasa, M., 1 Jan 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 605-621 17 p. (Communications in Computer and Information Science; vol. 1167 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Amino Acid Loss during Continuous Venovenous Hemofiltration in Critically Ill Patients
Stapel, S. N., de Boer, R. J., Thoral, P. J., Vervloet, M. G., Girbes, A. R. J. & Oudemans-van Straaten, H. M., 1 Dec 2019, In : Blood Purification. 48, 4, p. 321-329 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
External evaluation of population pharmacokinetic models of vancomycin in large cohorts of intensive care unit patients
Guo, T., van Hest, R. M., Roggeveen, L. F., Fleuren, L. M., Thoral, P. J., Bosman, R. J., van der Voort, P. H. J., Girbes, A. R. J., Mathot, R. A. A. & Elbers, P. W. G., 1 May 2019, In : Antimicrobial Agents and Chemotherapy. 63, 5, e02543-18.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Activities
Right Data, Right Now: developing a big data machine-learning based prediction model to prevent ICU readmission
Patrick Thoral (Speaker)Oct 2018
Activity: Talk or presentation › Invited talk
Kunstmatige intelligentie en voorspellen van IC heropnames.
Patrick Thoral (Speaker)12 Dec 2018
Activity: Talk or presentation › Invited talk
Amsterdam UMC, Commissie Orgaan- en Weefseldonatie (External organisation)
Patrick Thoral (Chair)9 Dec 2013 → …
Activity: Membership › Membership of committee