نتایج جستجو برای: seizure detection
تعداد نتایج: 586172 فیلتر نتایج به سال:
PURPOSE There is a need for a seizure-detection system that can be used long-term and in home situations for early intervention and prevention of seizure related side effects including SUDEP (sudden unexpected death in epileptic patients). The gold standard for monitoring epileptic seizures involves video/EEG (electro-encephalography), which is uncomfortable for the patient, as EEG electrodes a...
Physiologically based models are attractive for seizure detection, as their parameters can be explicitly related to neurological mechanisms. We propose an early seizure detection algorithm based on parameter identification of a neural mass model. The occurrence of a seizure is detected by analysing the time shift of key model parameters. The algorithm was evaluated against the manual scoring of...
Detection of epileptic seizures on the basis Electroencephalogram (EEG) recordings is a challenging task due to complex, non-stationary and non-linear nature these biomedical signals. In existing literature, number automatic seizure detection methods have been proposed that extract useful features from EEG segments classify them using machine learning algorithms. Some characterizing non-epilept...
Hyperdimensional (HD) computing is a form of brain-inspired which can be applied to numerous classification problems. In past research, it has been shown that seizures detected from electroencephalograms (EEG) with high accuracy using local binary pattern (LBP) encoding. This paper explores applicability HD seizure detection intra-cranial EEG (iEEG) data the Kaggle contest based on both LBP and...
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