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Detecting and characterizing high-frequency oscillations in epilepsy: a case study of big data analysis

We develop a framework to uncover and analyse dynamical anomalies from massive, nonlinear and non-stationary time series data. The framework consists of three steps: preprocessing of massive datasets to eliminate erroneous data segments, application of the empirical mode decomposition and Hilbert tr...

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Detalhes bibliográficos
Publicado no:R Soc Open Sci
Main Authors: Huang, Liang, Ni, Xuan, Ditto, William L., Spano, Mark, Carney, Paul R., Lai, Ying-Cheng
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society Publishing 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5319343/
https://ncbi.nlm.nih.gov/pubmed/28280577
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsos.160741
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