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This repository is used for preprocessing and analyzing 26-channel EEG

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BIAPT/Pediatric-EEG

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Pediatric-EEG

This repository is used for preprocessing and analyzing 26-channel EEG data

  • Data provided by Dr. Kevin Jones

Requires following add-ons:

  • Symbolic Math Toolbox
  • Statistics and Machine Learning Toolbox
  • Signal Processing Toolbox
  • EEGapp

Main pipeline scripts

  • Spectrogram_check
  • PD_EEG_pipeline_baseline: smallest baseline threshold acquired
  • PD_EEG_pipeline_rest

Preprocessing steps in MATLAB

  • step-by-step instruction uploaded as the pdf file

Analysis Pipeline in MATLAB

  • derived from the NET_ICU Pipeline by Charlotte and Miriam
  • Utils include csv files of left, right, whole brain electrode locations in 'BESA'
  • Topographic Map measuring from 1-15Hz (delta, theta, alpha) frequency bands

Dimensionality Reduction in Python

  • Multiple States can be projected on to the same 2 ICA component space

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This repository is used for preprocessing and analyzing 26-channel EEG

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