Marcus Roland Victor Gustafsson

Machine Learning in Traumatic Brain Injury: Dynamic Prediction from Continuous Physiological Monitoring and ICU Data.

BACKGROUND Continuous physiological monitoring in neurocritical care generates large volumes of high-frequency time-series data that remain underutilized in routine traumatic brain injury (TBI) management. Machine learning (ML) approaches applied to these data have emerged as a promising strategy for dynamic prediction...