Elucidating the causal relationship of mechanical power and lung injury: a dynamic approach to ventilator management

Elucidating the causal relationship of mechanical power and lung injury: a dynamic approach to ventilator management

Abstract Background Mechanical power (MP) serves as a crucial predictive indicator for ventilator-induced lung injury and plays a pivotal role in tailoring the management of mechanical ventilation. However, its application across different diseases and stages remains nuanced. Methods Using Amsterdam...

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Main Authors: ChaoPing Wu, Arif Canakoglu, Jacob Vine, Anya Mathur, Ronit Nath, Markos Kashiouris, Piyush Mathur, Ari Ercole, Paul Elbers, Abhijit Duggal, Ken Koon Wong, Anirban Bhattacharyya
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Intensive Care Medicine Experimental
Subjects:
Mechanical power
Mechanical ventilation
Causal inference
Counterfactual testing
Machine learning
Direct acyclic graph
Online Access:https://doi.org/10.1186/s40635-025-00736-w
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