Patrick Thoral



Research output per year

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Research Output

  • 6 Article
  • 1 Conference contribution
  • 1 Letter
  • 1 Review article

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 journalReview articleAcademicpeer-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. 46, 7, 3 p.

Research output: Contribution to journalLetterAcademicpeer-review

Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients

Roggeveen, L. F., Guo, T., Driessen, R. H., Fleuren, L. M., Thoral, P., van der Voort, P. H. J., Girbes, A. R. J., Bosman, R. J. & Elbers, P., 15 May 2020, In : Frontiers in Pharmacology. 11, 646.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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 proceedingConference contributionAcademicpeer-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 journalArticleAcademicpeer-review

Open Access


  • 2 Invited talk
  • 1 Membership of committee

Kunstmatige intelligentie en voorspellen van IC heropnames.

Patrick Thoral (Speaker)
12 Dec 2018

Activity: Talk or presentationInvited talk

Amsterdam UMC, Commissie Orgaan- en Weefseldonatie (External organisation)

Patrick Thoral (Chair)
9 Dec 2013 → …

Activity: MembershipMembership of committee


Digital Impact Award 2018

Patrick Thoral (Recipient), 13 Sep 2018

Prize: Honorary award