Exploratory Use of Decision Tree Analysis in Classification of Outcome in Hypoxic–Ischemic Brain Injury

Exploratory Use of Decision Tree Analysis in Classification of Outcome in Hypoxic–Ischemic Brain Injury

BackgroundPrognostication following hypoxic ischemic encephalopathy (brain injury) is important for clinical management. The aim of this exploratory study is to use a decision tree model to find clinical and MRI associates of severe disability and death in this condition. We evaluate clinical model...

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Bibliographic Details
Main Authors: Thanh G. Phan, Jian Chen, Shaloo Singhal, Henry Ma, Benjamin B. Clissold, John Ly, Richard Beare
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-03-01
Series:Frontiers in Neurology
Subjects:
cardiac arrest
hypoxic ischemic encephalopathy
decision tree analysis
classification
prediction
Online Access:http://journal.frontiersin.org/article/10.3389/fneur.2018.00126/full

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