Machine Learning for Predicting Long-Term Outcomes in Neurocritical Care: A sub-analysis from the SYNAPSE-ICU Study.
PURPOSE Neurocritical conditions present significant challenges in the intensive care unit (ICU), especially during the initial hours. Accurate early risk assessment is essential for guiding acute care and influencing long-term outcomes. This study aims to evaluate the potential of machine learning (ML) models for risk...