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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Bibliographic Details
Main Authors: Daniel Jacobs, Yuhan H. Liu, Trevor Hilton, Martin Del Campo, Peter L. Carlen, Berj L. Bardakjian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8804212/