Predicting arterial pressure without prejudice: towards effective hypotension prediction models

Simon Tilma Vistisen1, Paul Elbers2

  • 1Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark.

PubMed
Summary

Selection bias in hypotension prediction models distorts algorithm learning. Unbiased data enables models to learn more from arterial waveforms beyond current blood pressure, improving accuracy.

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