Vector Angle Analysis of Multimodal Neuromonitoring Data for Continuous Prediction of Delayed Cerebral Ischemia.
Murad MegjhaniMiriam WeissSoon Bin KwonJenna FordDaniel NametzNick KastenholzHart FogelAngela VelazquezDavid RohSachin AgarwalE Sander ConnollyJan ClaassenGerrit A SchubertSoojin ParkPublished in: Neurocritical care (2022)
A TTSAM algorithm using multimodal neuromonitoring and cerebral autoregulation calculations shows promise to classify DCI in real time.
Keyphrases
- cerebral ischemia
- subarachnoid hemorrhage
- brain injury
- blood brain barrier
- big data
- pain management
- machine learning
- density functional theory
- electronic health record
- molecular dynamics
- deep learning
- molecular dynamics simulations
- high resolution
- artificial intelligence
- cerebral blood flow
- chronic pain
- monte carlo