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Classification of Scalp EEG States Prior to Clinical Seizure Onset

Objective: To investigate the feasibility of improving the performance of an EEG-based multistate classifier (MSC) previously proposed by our group. Results: Using the random forest (RF) classifiers on the previously reported dataset of patients, but with three improvements to classification logic,...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6726463/
https://www.ncbi.nlm.nih.gov/pubmed/31497409
http://dx.doi.org/10.1109/JTEHM.2019.2926257