Ngram-derived pattern recognition for the detection and prediction of epileptic seizures.

This work presents a new method that combines symbol dynamics methodologies with an Ngram algorithm for the detection and prediction of epileptic seizures. The presented approach specifically applies Ngram-based pattern recognition, after data pre-processing, with similarity metrics, including the H...

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Bibliographic Details
Main Authors: Amir Eftekhar, Walid Juffali, Jamil El-Imad, Timothy G Constandinou, Christofer Toumazou
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24886714/pdf/?tool=EBI