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Topolnogical classifier for detecting the emergence of epileptic seizures

OBJECTIVE: An innovative method based on topological data analysis is introduced for classifying EEG recordings of patients affected by epilepsy. We construct a topological space from a collection of EEGs signals using Persistent Homology; then, we analyse the space by Persistent entropy, a global t...

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Bibliografiske detaljer
Udgivet i:BMC Res Notes
Main Authors: Piangerelli, Marco, Rucco, Matteo, Tesei, Luca, Merelli, Emanuela
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6003048/
https://ncbi.nlm.nih.gov/pubmed/29903043
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13104-018-3482-7
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