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...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Takahiro Manabe, F.N.U. Rahul, Yaoyu Fu, Xavier Intes, Steven D. Schwaitzberg, Suvranu De, Lora Cavuoto, Anirban Dutta
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-12-01
Edice:	Brain Sciences
Témata:	fundamentals of laparoscopic surgery electroencephalogram skill classification common spatial pattern temporal–spatial pattern recognition deep neural networks
On-line přístup:	https://www.mdpi.com/2076-3425/13/12/1706
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!