Detecting rare events using extreme value statistics applied to epileptic convulsions in children
Conclusions: A person-dependent epileptic seizure detection method has been designed that requires little human interaction. In contrast to traditional machine learning approaches, the imbalance of the dataset does not cause substantial difficulties.
Source: Artificial Intelligence in Medicine - Category: Bioinformatics Authors: Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste Tags: Research Articles Source Type: research
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