Prediction of Intracranial Hypertension and Brain Tissue Hypoxia Utilizing High-Resolution Data from the BOOST-II Clinical Trial

Prediction of Intracranial Hypertension and Brain Tissue Hypoxia Utilizing High-Resolution Data from the BOOST-II Clinical Trial

The current approach to intracranial hypertension and brain tissue hypoxia is reactive, based on fixed thresholds. We used statistical machine learning on high-frequency intracranial pressure (ICP) and partial brain tissue oxygen tension (PbtO2) data obtained from the BOOST-II trial with the goal of...

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Bibliographic Details
Main Authors: Christos Lazaridis, Aswathy Ajith, Ali Mansour, David O. Okonkwo, Ramon Diaz-Arrastia, Anoop Mayampurath, Collaboration group, Ramon Diaz Arrastia, Nancy Temkin, Carol Moore, Lori Shutter, Christopher Madden, Norberto Andaluz, David Okonkwo, Randall Chesnut, Ross Bullock, John McGregor, Gerald Grant, Mark Shapiro, Michael Weaver, Peter LeRoux, Jack Jallo
Format: Article
Language:English
Published: Mary Ann Liebert 2022-10-01
Series:Neurotrauma Reports
Subjects:
brain hypoxia
intracranial hypertension
prediction
secondary brain injury
traumatic brain injury
Online Access:https://www.liebertpub.com/doi/full/10.1089/NEUR.2022.0055

Internet

https://www.liebertpub.com/doi/full/10.1089/NEUR.2022.0055

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