Artificial intelligence forecasting mortality at an intensive care unit and comparison to a logistic regression system.
Journal:
Einstein (Sao Paulo, Brazil)
Published Date:
Oct 11, 2021
Abstract
OBJECTIVE: To explore an artificial intelligence approach based on gradient-boosted decision trees for prediction of all-cause mortality at an intensive care unit, comparing its performance to a recent logistic regression system in the literature, and a logistic regression model built on the same platform.