Machine learning to predict poor school performance in paediatric survivors of intensive care: a population-based cohort study

Author:

Gilholm PatriciaORCID,Gibbons KristenORCID,Brüningk SarahORCID,Klatt JulianeORCID,Vaithianathan Rhema,Long DebbieORCID,Millar Johnny,Tomaszewski WojtekORCID,Schlapbach Luregn J.ORCID,Ganeshalingam Anusha,Sherring Claire,Erickson Simon,Barr Samantha,Raman Sainath,Long Debbie,Schlapbach Luregn,Gibbons Kristen,George Shane,Singh Puneet,Smith Vicky,Butt Warwick,Delzoppo Carmel,Millar Johnny,Gelbart Ben,Oberender Felix,Ganu Subodh,Letton Georgia,Festa Marino,Harper Gail,

Funder

National Health and Medical Research Council

Department of Education

Children`s Hospitla Foundation

Fondation Botnar

Intensive Care Foundation

NOMIS Stiftung

University of Zurich

Publisher

Springer Science and Business Media LLC

Subject

Critical Care and Intensive Care Medicine

Reference49 articles.

1. Moynihan KM, Alexander PMA, Schlapbach LJ, Millar J, Jacobe S, Ravindranathan H, Croston EJ, Staffa SJ, Burns JP, Gelbart B, Australian, New Zealand Intensive Care Society Pediatric Study G, the ACfO, Resource E (2019) Epidemiology of childhood death in Australian and New Zealand intensive care units. Intensive Care Med 45:1262–1271

2. Schlapbach LJ, Straney L, Alexander J, MacLaren G, Festa M, Schibler A, Slater A, Group APS (2015) Mortality related to invasive infections, sepsis, and septic shock in critically ill children in Australia and New Zealand, 2002–13: a multicentre retrospective cohort study. Lancet Infect Dis 15:46–54

3. Schlapbach LJ, Gibbons KS, Horton SB, Johnson K, Long DA, Buckley DHF, Erickson S, Festa M, d’Udekem Y, Alphonso N, Winlaw DS, Delzoppo C, van Loon K, Jones M, Young PJ, Butt W, Schibler A, Nitric Study Group tA, New Zealand Intensive Care Society Clinical Trials G, the APSG (2022) Effect of nitric oxide via cardiopulmonary bypass on ventilator-free days in young children undergoing congenital heart disease surgery: the NITRIC Randomized Clinical Trial. JAMA 328:38–47

4. Carlton EF, Pinto N, Smith M, Fink EL, Watson RS, Hoehn KS, Marupudi N, Dervan LA, Lackey M, Ringwood M, Maddux AB, Network tP-PIotP, Health tEKSNIoC, Network HDCPCCR (2021) Overall health following pediatric critical illness: a scoping review of instruments and methodology. Pediatr Crit Care Med 22:1061–1071

5. Fink EL, Jarvis JM, Maddux AB, Pinto N, Galyean P, Olson LM, Zickmund S, Ringwood M, Sorenson S, Dean JM, Carcillo JA, Berg RA, Zuppa A, Pollack MM, Meert KL, Hall MW, Sapru A, McQuillen PS, Mourani PM, Watson RS, Pediatric Acute Lung I, Sepsis Investigators Long-term Outcomes Subgroup Investigators a, Eunice Kennedy Shriver National Institute of Child H, Human Development Collaborative Pediatric Critical Care Research N (2020) Development of a core outcome set for pediatric critical care outcomes research. Contemp Clin Trials 91:105968

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