Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6008632 | Clinical Neurophysiology | 2012 | 10 Pages |
Abstract
⺠We present a patient-specific seizure detection algorithm conveying structural information from the multichannel EEG using a novel machine learning technique applied to epileptic EEG data for the first time. ⺠The proposed system automatically incorporates crucial spatial information specific to the patient's seizure and facilitates improved detection performance. ⺠The proposed system reduces the number of required seizure examples, thus the training time needed to tune the system to individual patients.
Related Topics
Life Sciences
Neuroscience
Neurology
Authors
Borbála Hunyadi, Marco Signoretto, Wim Van Paesschen, Johan A.K. Suykens, Sabine Van Huffel, Maarten De Vos,