Statistical properties of cerebral near infrared and intracranial pressure-based cerebrovascular reactivity metrics in moderate and severe neural injury: a machine learning and time-series analysis.

Alwyn GomezAmanjyot Singh SainbhiKevin Y SteinNuray VakitbilirLogan FroeseFrederick A Zeiler

Published in: Intensive care medicine experimental (2023)

-based indices of cerebrovascular reactivity and opens the door to cerebrovascular reactivity monitoring in settings where invasive ICP monitoring is not feasible.

Keyphrases

machine learning
subarachnoid hemorrhage
early onset
artificial intelligence
deep learning
big data
brain injury
cerebral ischemia
drug induced