IEEE Journal of Translational Engineering in Health and Medicine

Articles, Published Articles
The Conceptual Design of a Novel Workstation for Seizure Prediction using Machine Learning with Potential eHealth Applications
   Abstract Recent attempts to predict refractory epileptic seizures using machine learning algorithms to process electroencephalograms (EEGs) have shown great promise. However, research in this area requires a specialized workstation. Commercial solutions are unsustainably expensive, can be unavailable in most countries, and... Read more
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SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal
This paper describes a data-analytic modeling approach for the prediction of epileptic seizures from intracranial electroencephalogram (iEEG) recording of brain activity. Even though it is widely accepted that statistical characteristics of iEEG signal change prior to seizures, robust seizure prediction... Read more
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Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features
Epilepsy is a common neurological disorder that causes seizures with various symptoms such as convulsion and loss of consciousness. Approximately 30% of epileptic patients do not achieve seizure control even though they use the best available medications. If patients with... Read more