Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs
M/EEG resting-state analysis often requires the definition of the epoch length and the criteria in order to select which epochs to include in the subsequent steps. However, the effects of epoch selection remain scarcely investigated and the procedure used to (visually) inspect, label, and remove bad...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-04-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/22/8/2853 |
| _version_ | 1797434257576034304 |
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| author | Matteo Fraschini Simone Maurizio La Cava Giuseppe Rodriguez Andrea Vitale Matteo Demuru |
| author_facet | Matteo Fraschini Simone Maurizio La Cava Giuseppe Rodriguez Andrea Vitale Matteo Demuru |
| author_sort | Matteo Fraschini |
| collection | DOAJ |
| description | M/EEG resting-state analysis often requires the definition of the epoch length and the criteria in order to select which epochs to include in the subsequent steps. However, the effects of epoch selection remain scarcely investigated and the procedure used to (visually) inspect, label, and remove bad epochs is often not documented, thereby hindering the reproducibility of the reported results. In this study, we present Scorepochs, a simple and freely available tool for the automatic scoring of resting-state M/EEG epochs that aims to provide an objective method to aid M/EEG experts during the epoch selection procedure. We tested our approach on a freely available EEG dataset containing recordings from 109 subjects using the BCI2000 64 channel system. |
| first_indexed | 2024-03-09T10:30:36Z |
| format | Article |
| id | doaj.art-e92e3d71cdbf4048a93fdf18c7d68933 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-09T10:30:36Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-e92e3d71cdbf4048a93fdf18c7d689332023-12-01T21:22:37ZengMDPI AGSensors1424-82202022-04-01228285310.3390/s22082853Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG EpochsMatteo Fraschini0Simone Maurizio La Cava1Giuseppe Rodriguez2Andrea Vitale3Matteo Demuru4Department of Electrical and Electronic Engineering, University of Cagliari, 09124 Cagliari, ItalyDepartment of Electrical and Electronic Engineering, University of Cagliari, 09124 Cagliari, ItalyDepartment of Mathematics and Computer Science, University of Cagliari, 09124 Cagliari, ItalyLaboratory for Autism and Neurodevelopmental Disorders, Center for Neuroscience and Cognitive Systems @UniTn, Istituto Italiano di Tecnologia, 16163 Rovereto, ItalyLiceo Scientifico e Linguistico Statale “G. Marconi”, 07100 Sassari, ItalyM/EEG resting-state analysis often requires the definition of the epoch length and the criteria in order to select which epochs to include in the subsequent steps. However, the effects of epoch selection remain scarcely investigated and the procedure used to (visually) inspect, label, and remove bad epochs is often not documented, thereby hindering the reproducibility of the reported results. In this study, we present Scorepochs, a simple and freely available tool for the automatic scoring of resting-state M/EEG epochs that aims to provide an objective method to aid M/EEG experts during the epoch selection procedure. We tested our approach on a freely available EEG dataset containing recordings from 109 subjects using the BCI2000 64 channel system.https://www.mdpi.com/1424-8220/22/8/2853M/EEGepoch selectionresting-state |
| spellingShingle | Matteo Fraschini Simone Maurizio La Cava Giuseppe Rodriguez Andrea Vitale Matteo Demuru Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs Sensors M/EEG epoch selection resting-state |
| title | Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs |
| title_full | Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs |
| title_fullStr | Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs |
| title_full_unstemmed | Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs |
| title_short | Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs |
| title_sort | scorepochs a computer aided scoring tool for resting state m eeg epochs |
| topic | M/EEG epoch selection resting-state |
| url | https://www.mdpi.com/1424-8220/22/8/2853 |
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