Distinguishing Laparoscopic Surgery Experts from Novices Using EEG Topographic Features

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...

Full description

Bibliographic Details
Main Authors: Takahiro Manabe, F.N.U. Rahul, Yaoyu Fu, Xavier Intes, Steven D. Schwaitzberg, Suvranu De, Lora Cavuoto, Anirban Dutta
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Brain Sciences
Subjects:
fundamentals of laparoscopic surgery
electroencephalogram
skill classification
common spatial pattern
temporal–spatial pattern recognition
deep neural networks
Online Access:https://www.mdpi.com/2076-3425/13/12/1706

Internet

https://www.mdpi.com/2076-3425/13/12/1706

Similar Items