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November 28, 2025Intensive Care MedicineOpen Access

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

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Authors

CHCarol L HodgsonASAlexandra B SpicerTBTessa Broadley

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Overview

Secondary analysis reveals a machine learning model identifies estimated benefits of mobilisation in critically ill patients, suggesting a need for tailored approaches.

Key Points

  • Enhanced mobilisation improves outcomes for mechanically ventilated patients, indicating personalisation may offer benefits.
  • Analysis determined patient-specific benefits & harms using a machine learning model.
  • Secondary analysis of the TEAM trial data provided insights into early intervention.
  • Future work needed to validate individualised mobilisation strategies in the ICU.

Cite This Study

Hodgson et al. (2025) studied this question.

synapsesocial.com/papers/6928f106a65b730b9ea79cc3https://doi.org/10.1007/s00134-025-08217-0
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