Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine

The proposed automated HIE grading system can provide significant assistance to healthcare professionals in assessing the severity of HIE. This represents a practical and user friendly implementation which acts as a decision support system in the clinical environment. Its integration with other EEG analysis algorithms may improve neonatal neurocritical care.