Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning

The Dutch ICU Data Sharing Against COVID-19 Collaborators & Dutch ICU Data Sharing Against COVID-19 Collaborators, 1 Dec 2022, In: Annals of Intensive Care. 12, 1, p. 99 99.

Research output: Contribution to journal › Article › Academic › peer-review

Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome

Dam, T. A., de Grooth, H-J., Klausch, T., Fleuren, L. M., de Bruin, D. P., Entjes, R., Rettig, T. C. D., Dongelmans, D. A., Boelens, A. D., Rigter, S., Hendriks, S. H. A., de Jong, R., Kamps, M. J. A., Peters, M., Karakus, A., Gommers, D., Ramnarain, D., Wils, E-J., Achterberg, S., Nowitzky, R., & 36 othersvan den Tempel, W., de Jager, C. P. C., Nooteboom, F. G. C. A., Oostdijk, E., Koetsier, P., Cornet, A. D., Reidinga, A. C., de Ruijter, W., Bosman, R. J., Frenzel, T., Urlings-Strop, L. C., de Jong, P., Smit, E. G. M., Cremer, O. L., Mehagnoul-Schipper, D. J., Faber, H. J., Lens, J., Brunnekreef, G. B., Festen-Spanjer, B., Dormans, T., Dijkstra, A., Simons, B., Rijkeboer, A. A., Arbous, S., Aries, M., Beukema, M., Pretorius, D., van Raalte, R., van Tellingen, M., Gritters van den Oever, N. C., Lalisang, R. C. A., Tonutti, M., Girbes, A. R. J., Hoogendoorn, M., Thoral, P. J. & Elbers, P. W. G., Oct 2021, In: Critical Care Explorations. 3, 10, p. e0555

Research output: Contribution to journal › Article › Academic › peer-review

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

Fleuren, L. M., Dam, T. A., Tonutti, M., de Bruin, D. P., Lalisang, R. C. A., Gommers, D., Cremer, O. L., Bosman, R. J., Rigter, S., Wils, E-J., Frenzel, T., Dongelmans, D. A., de Jong, R., Peters, M., Kamps, M. J. A., Ramnarain, D., Nowitzky, R., Nooteboom, F. G. C. A., de Ruijter, W., Urlings-Strop, L. C., & 37 othersSmit, E. G. M., Mehagnoul-Schipper, D. J., Dormans, T., de Jager, C. P. C., Hendriks, S. H. A., Achterberg, S., Oostdijk, E., Reidinga, A. C., Festen-Spanjer, B., Brunnekreef, G. B., Cornet, A. D., van den Tempel, W., Boelens, A. D., Koetsier, P., Lens, J., Faber, H. J., Karakus, A., Entjes, R., de Jong, P., Rettig, T. C. D., Arbous, S., Vonk, S. J. J., Fornasa, M., Machado, T., Houwert, T., Hovenkamp, H., Noorduijn-Londono, R., Quintarelli, D., Scholtemeijer, M. G., de Beer, A. A., Cina, G., Beudel, M., Herter, W. E., Girbes, A. R. J., Hoogendoorn, M., Thoral, P. J. & Elbers, P. W. G., 1 Dec 2021, In: Critical Care. 25, 1, 304.

Research output: Contribution to journal › Article › Academic › peer-review

Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists

Sauer, C. M., Dam, T. A., Celi, L. A., Faltys, M., de la Hoz, M. A. A., Adhikari, L., Ziesemer, K. A., Girbes, A., Thoral, P. J. & Elbers, P., 1 Jun 2022, In: Critical care medicine. 50, 6, p. E581-E588

Research output: Contribution to journal › Review article › Academic › peer-review

Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure Exist? A Cohort Study: A Cohort Study

Yarnell, C. J., Johnson, A., Dam, T., Jonkman, A., Liu, K., Wunsch, H., Brochard, L., Celi, L. A., de Grooth, H-J., Elbers, P., Mehta, S., Munshi, L., Fowler, R. A., Sung, L. & Tomlinson, G., 1 Feb 2023, In: American Journal of Respiratory and Critical Care Medicine. 207, 3, p. 271-282 12 p.

Research output: Contribution to journal › Article › Academic › peer-review