BIAPT Lab

Scripts

Collection of various scripts for data analysis

eeg-pain-detection

Repository for detection of pain from EEG brain signals using machine learning

Python_Connectivity

This repository contains the equivalent implementation of the NEURALGO functional connectivity code for usage in Python

EEGsonic

NeuroAlgo

AEC-wPLI-comparison

This repository is for the study of AEC vs wPLI and their relation to the classification of consciousness

Aperiodic_EEG

This repo contains the code for the paper

Clustering_DOC_connectivity

K-means clustering on functional connectivity in healthy adults and patients in a DOC

NET_ICU

This repo contains the pipeline for the analysis of the NET_ICU study.

awareness-perturbation-complexity-index

Development of an index for assessing the level of consciousness of healthy and disorder of consciousness individuals.

Dimensionality_reduction

This repo is from Charlotte Maschke about dimensionality reduction on dynamic functional connectivity analysis in DOC

topological_filtering_networks

Data Driven Topological Filtering of Brain Networks via Orthogonal Minimal Spanning Trees

BIDS_transformation

transform .set to .edf and add the .json

Consciousness-Graph

Repository for the study of consciousness using graph theory

Criticality_PCI_Anesthesia

dansLaNature

dynamic_reconfiguration

EEG_Preprocessing

This repo contains code to preprocess EEG data using MNE Python

Example-Analysis

Repository for analysis example that can be reused in research projects

interpersonal-coordination

This repo contains code to measure and classify interpersonal movement coordination from cartesian coordinates

Markers

Public Repository for methods from the article 'The role of etiology in the identification of clinical markers of consciousness: comparing EEG alpha power, complexity, and spectral exponent'

MDF_CognitiveData

mne-connectivity

Connectivity algorithms that leverage the mne-python API.

MovingWith_2019

Repository for data analysis for Moving With (2019) study

Pediatric-EEG

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

Pediatric_Pain_Updated

Code for the chronic musculoskeletal pain project: baseline vs. tonic cold pain

pilot_tACS

TDCS

Repository of code to analyze data from the TDCS study comparing 1 and 2 mA anodal tDCS to the left dorsolateral prefrontal cortex, in healthy controls.

test_eegnition

EEGnition team's submission for the 2023 PhysioNet Challenge

Tutorial_Compute_Canada

Just a super simple exercise to submit your first job to compute canada