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Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction

Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6195594

Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction

About this item

Full title

Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2018-10, Vol.8 (1), p.15491-8, Article 15491

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

The ability to accurately forecast seizures could significantly improve the quality of life of patients with drug-refractory epilepsy. Prediction capabilities rely on the adequate identification of seizure activity precursors from electroencephalography recordings. Although a long list of features has been proposed, none of these is able to indepen...

Alternative Titles

Full title

Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6195594

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6195594

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-018-33969-9

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