Machine-learning-derived sepsis bundle of care

The Surviving Sepsis Campaign (SSC) produces and regularly updates guidelines for managing patients with sepsis and septic shock. However, deviation from guidelines is frequently observed in the intensive care unit.

The last iteration of the SSC includes 79 recommendations where the impact on mortality remains unclear for some of them. Prioritising the recommendations based on their relative impact on mortality would be helpful to the clinician.

A recent study has been carried out to identify among all SSC recommendations applicable during the first 24 h following sepsis onset, a subset of guidelines that should be prioritised to minimise 28-day all-cause mortality.

Original paper: Machine-learning-derived sepsis bundle of care

Speakers

Romain PIRRACCHIO. Department of Anesthesia and Perioperative Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California San Francisco (US).

Ana-Maria IOAN. Fundacion Jimenez Diaz University Hospital, Madrid (ES). Spain. NEXT Committe member, ESICM.