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the-eeg-pre-processing-script-for-python's Introduction

The-eeg-pre-processing-script-for-python

Only few steps for EEG raw data batch preprocessing

Step 1: Update CSV file with IDs (participants) and raw file paths

update metric file with your raw data (.edf) and initial the metric with False by default: meta/batch_processing_metric.csv

Step 2: Execute eeg_processing under current path

python ./eeg_processing.py

Step 3: Check logs for error detection

logs/eeg-logs.log


Settings:

The packages of mne, python-dotenv were included.

Setting I-global configuration: .Env configuration

The default configuration will affects all the batch files.

Setting II-customize the scripts: the functions in each .py file

like eeg_preprocessing.py

def get_experimental_raw_list_from_annotations(raw, training_prase, experimental_prase)

def run_preprocessing(args) ...

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