Towards an Online Seizure Advisory System—An Adaptive Seizure Prediction Framework Using Active Learning Heuristics

• Published in: Sensors (Basel, Switzerland) Vol. 18; no. 6; p. 1698
• Main Authors: Karuppiah Ramachandran, Vignesh Raja, Alblas, Huibert J., Le, Duc V., Meratnia, Nirvana
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 24.05.2018; MDPI
• Subjects: Accuracy; Active learning; Ambiguity; Convulsions & seizures; EEG; epilepsy; health-care; Heuristic; implantable body sensor networks; machine learning; seizure prediction; signal processing; epilepsy; health-care; seizure prediction; signal processing; EEG; implantable body sensor networks; machine learning

In the last decade, seizure prediction systems have gained a lot of attention because of their enormous potential to largely improve the quality-of-life of the epileptic patients. The accuracy of the prediction algorithms to detect seizure in real-world applications is largely limited because the br...