Robin’s Viewer: Using deep-learning predictions to assist EEG annotation

Robin’s Viewer: Using deep-learning predictions to assist EEG annotation

Machine learning techniques such as deep learning have been increasingly used to assist EEG annotation, by automating artifact recognition, sleep staging, and seizure detection. In lack of automation, the annotation process is prone to bias, even for trained annotators. On the other hand, completely...

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Bibliographic Details
Main Authors: Robin Weiler, Marina Diachenko, Erika L. Juarez-Martinez, Arthur-Ervin Avramiea, Peter Bloem, Klaus Linkenkaer-Hansen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroinformatics
Subjects:
EEG
viewer
deep learning
artifacts
annotation
open source
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2022.1025847/full

Internet

https://www.frontiersin.org/articles/10.3389/fninf.2022.1025847/full

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