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Factors associated with renal oxygen extraction in mechanically ventilated children after the Norwood operation: insights from high fidelity haemodynamic data.

Rohit S LoombaEnrique G VillarrealJuan S FariasSaúl FloresJoshua Wong
Published in: Cardiology in the young (2024)
Increased milrinone, epinephrine, mean arterial pressure, and systemic blood flow were associated with decreased (improved) renal oxygen extraction, while increased mean airway pressure, central venous pressure, arterial saturation, and systemic vascular resistance were associated with increased (worsened) renal oxygen extraction.
Keyphrases
  • blood flow
  • intensive care unit
  • young adults
  • electronic health record
  • machine learning
  • big data
  • deep learning
  • drug induced