医学
颅内压
创伤性脑损伤
格拉斯哥昏迷指数
算法
神经重症监护
急诊医学
机器学习
重症监护医学
麻醉
计算机科学
精神科
作者
Dmitriy Petrov,Stephen P. Miranda,Ramani Balu,Connor Wathen,Alex P. Vaz,Vinodh Mohan,Christian Colon,Ramon Diaz‐Arrastia
出处
期刊:Journal of Neurosurgery
[American Association of Neurological Surgeons]
日期:2023-01-27
卷期号:139 (2): 528-535
被引量:13
标识
DOI:10.3171/2022.12.jns221860
摘要
Avoiding intracranial hypertension after traumatic brain injury (TBI) is a foundation of neurocritical care, to minimize secondary brain injury related to elevated intracranial pressure (ICP). However, this approach at best is reactive to episodes of intracranial hypertension, allowing for periods of elevated ICP before therapies can be initiated. Accurate prediction of ICP crises before they occur would permit clinicians to implement preventive strategies, minimize total time with ICP above threshold, and potentially avoid secondary injury. The objective of this study was to develop an algorithm capable of predicting the onset of ICP crises with sufficient lead time to enable application of preventative therapies.
科研通智能强力驱动
Strongly Powered by AbleSci AI