Scorepochs

Scorepochs automates scoring of resting-state M/EEG epochs to provide objective, reproducible selection of epochs for downstream analyses such as connectivity and source localization.

Key Features:

• Automatic Scoring: Automates objective scoring of resting-state M/EEG epochs to determine inclusion or exclusion for analysis.
• Reproducibility Enhancement: Standardizes epoch selection criteria to increase reproducibility of M/EEG analyses.
• Predefined-Criteria Evaluation: Evaluates epochs using predefined, empirically tested criteria.
• Empirical Validation: Validated on EEG recordings from 109 subjects acquired with the BCI2000 64-channel system.

Scientific Applications:

• Preprocessing: Provides objective epoch selection during preprocessing of resting-state M/EEG data.
• Connectivity Analysis: Supports functional and effective connectivity studies by selecting high-quality epochs.
• Source Localization: Improves the quality of input data for source localization analyses.
• Reproducibility Assessment: Enables assessment and improvement of reproducibility in M/EEG research workflows.

Methodology:

Systematic epoch evaluation based on predefined criteria that were empirically tested and validated; validation included EEG recordings from 109 subjects acquired with the BCI2000 64-channel system.