RT Journal Article
T1 Implementation of Tools for Lessening the Influence of Artifacts in EEG Signal Analysis.
A1 Molina-Molina, Mario
A1 Tardón-García, Lorenzo José
A1 Barbancho-Pérez, Ana María
A1 Barbancho-Pérez, Isabel
K1 Procesado de señales
K1 Electroencefalografía
K1 Electrodiagnóstico - Proceso de datos
AB This manuscript describes an implementation of scripts of code aimed at reducing theinfluence of artifacts, specifically focused on ocular artifacts, in the measurement and processing ofelectroencephalogram (EEG) signals. This process is of importance because it benefits the analysisand study of long trial samples when the appearance of ocular artifacts cannot be avoided by simplydiscarding trials. The implementations provided to the reader illustrate, with slight modifications,previously proposed methods aimed at the partial or complete elimination of EEG channels orcomponents obtained after independent component analysis (ICA) of EEG signals. These channelsor components are those that resemble the electro-oculogram (EOG) signals in which artifacts aredetected. In addition to the description of each of the provided functions, examples of utilization andillustrative figures will be included to show the expected results and processing pipeline.
PB MDPI
YR 2024
FD 2024-01-23
LK https://hdl.handle.net/10630/31280
UL https://hdl.handle.net/10630/31280
LA eng
NO This publication is part of the project PID2021-123207NB-I00 funded by MCIN/AEI/10.13039/501100011033/FEDER,UE.
DS RIUMA. Repositorio Institucional de la Universidad de Málaga
RD 21 ene 2026