R. Florquin

Predicting patient care pathway deviations and their consequences in anaesthesia using machine learning.

Deviation from the intended perioperative care pathway, particularly unplanned admission after day-case surgery, affects patient safety and the efficient organisation of care. We aimed to develop and compare interpretable machine-learning models predicting such deviations from information available before surgery. In t...