Distinguishing Laparoscopic Surgery Experts from Novices Using EEG Topographic Features

The study aimed to differentiate experts from novices in laparoscopic surgery tasks using electroencephalogram (EEG) topographic features. A microstate-based common spatial pattern (CSP) analysis with linear discriminant analysis (LDA) was compared to a topography-preserving convolutional neural net...

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Auteurs principaux:	Takahiro Manabe, F.N.U. Rahul, Yaoyu Fu, Xavier Intes, Steven D. Schwaitzberg, Suvranu De, Lora Cavuoto, Anirban Dutta
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2023-12-01
Collection:	Brain Sciences
Sujets:	fundamentals of laparoscopic surgery electroencephalogram skill classification common spatial pattern temporal–spatial pattern recognition deep neural networks
Accès en ligne:	https://www.mdpi.com/2076-3425/13/12/1706
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