Individualised treatment effects of enhanced early mobilisation in mechanically ventilated patients: a secondary analysis of the TEAM trial

Using baseline characteristics, a machine learning model identified patients with estimated benefit or harm with enhanced EM. Future testing of a personalised approach to mobilisation in the ICU is warranted.

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Publication Details

Journal
Intensive Care Medicine
Published
2025-11-24
DOI
https://doi.org/10.1007/s00134-025-08217-0
Citations
1
Primary Topic
Intensive Care Unit Cognitive Disorders
Type
article
Field-Weighted Citation Impact
1.55

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article

Individualised treatment effects of enhanced early mobilisation in mechanically ventilated patients: a secondary analysis of the TEAM trial

Belinda J. Gabbe, Michael Bailey, Rinaldo Bellomo, Stefan Josef Schaller et al.
1 citations
Intensive Care Medicine
Intensive Care Unit Cognitive Disorders
1.55
article

Individualised treatment effects of enhanced early mobilisation in mechanically ventilated patients: a secondary analysis of the TEAM trial

Belinda J. Gabbe, Michael Bailey, Rinaldo Bellomo, Stefan Josef Schaller, Matthew W. Semler, Sally Hurford, Jeffrey Presneill, Doug William Gould, Heidi Buhr, Theodore John Iwashyna, Claire J. Tipping, Meg Harrold, Paul Jeffrey Young, Carol Lynette Hodgson, Tessa Broadley, Ary Serpa Neto, Pratik Sinha, Alisa M. Higgins, Alexandra B. Spicer, Emma J. Graham Linck, Janani Sivasuthan, Matthew M. Churpek, Steven Webb, Alistair D. Nichol, Kathy Brickell
article en
1 citations

Abstract

Using baseline characteristics, a machine learning model identified patients with estimated benefit or harm with enhanced EM. Future testing of a personalised approach to mobilisation in the ICU is warranted.

Intensive Care MedicineVol. 52(1)
St John of God Subiaco Hospital (AU), The Royal Melbourne Hospital (AU), University of Wisconsin–Madison (US), Johns Hopkins University (US), The University of Melbourne (AU), Vanderbilt University (US), Washington University in St. Louis (US), Curtin University (AU), Royal Prince Alfred Hospital (AU), Royal Perth Hospital (AU), Wellington Hospital (NZ), The Alfred Hospital (AU), Humboldt-Universität zu Berlin (DE), The George Institute for Global Health (AU), St. Vincent's University Hospital (IE), Monash Health (AU), Medical Research Institute of New Zealand (NZ), St John of God Hospital (AU), George Institute for Global Health (CN), Intensive Care National Audit & Research Centre (GB), Vanderbilt Health (US), Austin Health (AU), Monash University (AU), Medical University of Vienna (AT), Vanderbilt University Medical Center (US)
National Institutes of Health, National Health and Medical Research Council, National Center for Advancing Translational Sciences
Openalex Percentile: Top 13%
Intensive Care Unit Cognitive Disorders
1.55
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