Brainhack School 2020

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47 repositories

abide-fmri
Public
Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
plotly reproducible-science project-management nilearn scikitlearn-machine-learning leave-one-out-cross-validation kfold-cross-validation resting-state-fmri brainhack-school group-kfold-cross-validation
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•13•39•0•0•Updated Oct 10, 2024Oct 10, 2024
anproulx-fMRI-autism
Public
fMRI, machine learning
Jupyter Notebook
•2•2•5•2•Updated Jun 17, 2024Jun 17, 2024
BHS_Project_dMRI
Public
Diffuision MRI reconstruction, MRI Visualization, MRI Analyzation, Machine Learning
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•1•5•5•11•Updated Apr 29, 2024Apr 29, 2024
ADHDsubtypes_project
Public
ADHD subtypes classification project with 3 different datatypes
python machine-learning scikit-learn plotly jupyter-notebook knn adhd knn-classification matplotlib-pyplot begginer-friendly
Jupyter Notebook
•4•23•1•3•Updated Jul 6, 2023Jul 6, 2023
BHS_project_SRastegarnia
Public
Jupyter Notebook
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MIT License
•1•0•6•20•Updated Dec 27, 2022Dec 27, 2022
BHS-AuditoryMultimodal
Public
Combine fMRI/EEG to learn about music/auditory processing
preprocessing fmriprep music eeg fmri music-processing
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•3•12•2•13•Updated Dec 8, 2022Dec 8, 2022
Biosignal-Emotions-BHS-2020
Public
Biosignal processing for automatic emotion recognition
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•15•40•1•13•Updated Dec 8, 2022Dec 8, 2022
stephaniealley_bhs2020_project
Public
Effect of preprocessing on prediction performance of machine learning model
machine-learning fmri preprocessing
Jupyter Notebook
•0•4•9•7•Updated Dec 8, 2022Dec 8, 2022
deep_representational_learning
Public
combining EEG brain representations to deep neural nets architecture.
Jupyter Notebook
•1•4•3•8•Updated Nov 22, 2022Nov 22, 2022
brain_encoding_decoding
Public
MAIN_2022
Jupyter Notebook
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MIT License
•11•0•0•0•Updated Nov 21, 2022Nov 21, 2022
stong3_fMRI_processing
Public
fMRI pre-processing project using fMRIPrep, Nilearn on a HPC server.
Jupyter Notebook
•5•11•0•9•Updated Sep 30, 2022Sep 30, 2022
brain_state_tracking
Public
0•0•0•0•Updated Aug 23, 2022Aug 23, 2022
Alex-A14_Brainhack2020
Public
python machine-learning fmri
HTML
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Creative Commons Zero v1.0 Universal
•2•1•2•3•Updated Jun 22, 2022Jun 22, 2022
mwmaclean-BHS2020
Public
Organizing, preprocessing, analyzing and visualizing diffusion MRI data.
tracking data-management preprocessing data-visualization diffusion-mri
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•2•3•6•Updated Jun 22, 2022Jun 22, 2022
tjays7_fmri
Public
Sex Classification based on Functional Connectivity using fMRI
machine-learning data-visualization fmri nilearn
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•1•3•2•Updated Jun 22, 2022Jun 22, 2022
ArsIsabelle_BHS_Project
Public
Learning How to Run Matlab EEG-FFR Classifiers
beginner-project matlab electrophysiology beginner-friendly eeg-classification ffr eeg brainhack-school
Jupyter Notebook
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MIT License
•4•1•7•0•Updated Dec 20, 2020Dec 20, 2020
dnmacdon_ASD_multisite_smri
Public
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•3•1•5•0•Updated Jul 5, 2020Jul 5, 2020
MarkNelson86_EEGRecogBIDS
Public
MATLAB
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Creative Commons Zero v1.0 Universal
•0•0•1•0•Updated Jun 15, 2020Jun 15, 2020
koudyk_bhs_project
Public
A Python package that creates a visualization the use of methods in citation networks over time.
api text-mining fmri methods
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•2•5•0•Updated Jun 13, 2020Jun 13, 2020
haqqeez_bhs2020_project
Public
Determine relevant statistical and machine learning tools best suited to consolidate neural data with behavioural data.
0•0•3•0•Updated Jun 13, 2020Jun 13, 2020
EliseD_BLUP_Brain-Learning-Unicorn-Project
Public
Trying to deal with new stuff learned at the amazing Brainhack school
HTML
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MIT License
•0•2•2•0•Updated Jun 13, 2020Jun 13, 2020
jogaru1818_BHS
Public
Interested in using the tools we have learned to visualize functional connectivity data!
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•0•2•0•Updated Jun 13, 2020Jun 13, 2020
harveyaa_fMRI_neuroticism
Public
Predicting neuroticism from fMRI connectivity using HCP data
HTML
•0•3•5•0•Updated Jun 10, 2020Jun 10, 2020
mschoettner_fMRI-ML
Public
Project repo for the BHS2020 project.
Jupyter Notebook
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GNU General Public License v3.0
•2•1•6•0•Updated Jun 8, 2020Jun 8, 2020
sshamlo_bhsproject
Public
Jupyter Notebook
•1•0•2•0•Updated Jun 5, 2020Jun 5, 2020
emilyemchen-EEGML
Public
Project for BrainHack School 2020
machine-learning reproducible-research project eeg project-management classifier-model machinelearning-python brainhack-school
Jupyter Notebook
•0•0•4•0•Updated Jun 5, 2020Jun 5, 2020
NiloufarFar_ConnectivitiesInBrainNetworkActivities
Public
Brain networks are invariably complex, share several common features with networks from other biological and physical systems, and may hence be characterized using complex systems methods. The purpose of this project is to use dynamic modes decomposition(DMD) which is a powerful data-driven modeling method to construct the modes of brain activi…
Jupyter Notebook
•0•0•1•0•Updated Jun 5, 2020Jun 5, 2020
hannahkiesow_RiskyBrain
Public
Predicting risky behavior in structural brain volume using the UK Biobank
ukbiobank mri-brain stuctural visualization machine-learning neuroscience feature-engineering nilearn atlases
Python
•0•0•1•0•Updated Jun 5, 2020Jun 5, 2020
3D_fMRI_visualization
Public
I'm interested in developping some 3D viewing tools for fMRI time series, but open to adapt that to join a project.
visualization fmri
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•1•6•0•Updated Jun 5, 2020Jun 5, 2020
johnaldmcfist-neonatalNiPype
Public
Neonatal diffusion MRI analysis in NiPype
Jupyter Notebook
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Creative Commons Zero v1.0 Universal
•0•0•1•0•Updated Jun 4, 2020Jun 4, 2020