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Detection Analysis of Epileptic EEG Using a Novel Random Forest Model Combined With Grid Search Optimization

  • Published:2019-02-21 Issue: Volume:13 Page:
  • ISSN:1662-5161
  • Container-title:Frontiers in Human Neuroscience
  • language:
  • Short-container-title:Front. Hum. Neurosci.

Author:

Wang Xiashuang,Gong Guanghong,Li Ni,Qiu Shi

Funder

National Natural Science Foundation of China

Publisher

Frontiers Media SA

Subject

Behavioral Neuroscience,Biological Psychiatry,Psychiatry and Mental health,Neurology,Neuropsychology and Physiological Psychology

Reference56 articles.

1. Nonconvulsive seizures are common in critically ill children;Abend;Neurology,2011

2. Detection of seizure and epilepsy using higher order statistics in the EMD domain;Alam;IEEE J. Biomed. Health Inform.,2013

3. Phase-amplitude coupling is elevated in deep sleep and in the onset zone of focal epileptic seizures;Amiri;Front. Hum. Neurosci.,2016

4. Empirical characterization of random forest variable importance measures;Archer;Comput. Stat. Data Anal.,2008

5. Uber das elektroenkephalogramm des menchen;Berger;Eur. Arch. Psychiatry Clin. Neurosci.,1929
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