Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines

Author:

Lajnef TarekORCID,Chaibi Sahbi,Ruby Perrine,Aguera Pierre-Emmanuel,Eichenlaub Jean-Baptiste,Samet Mounir,Kachouri Abdennaceur,Jerbi Karim

Funder

EDST

LETI Laboratory, Sfax, Tunisia

Fyssen Foundation

Canada Research Chairs

Publisher

Elsevier BV

Subject

General Neuroscience

Reference89 articles.

1. Computer-assisted sleep staging;Agarwal;IEEE Trans Biomed Eng,2001

2. Digital tools in polysomnography;Agarwal;J Clin Neurophysiol,2002

3. ELAN: a software package for analysis and visualization of MEG, EEG, and LFP signals;Aguera;Comp Intell Neurosci,2011

4. An automatic sleep spindle detector based on wavelets and the Teager energy operator;Ahmed;Conf Proc IEEE Eng Med Biol Soc,2009

5. The use of “overall accuracy” to evaluate the validity of screening or diagnostic tests;Alberg;J Gen Intern Med,2004

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