Repositories list

• abide-fmri

  Public
  Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.

  plotlycross-validationreproducible-science+ 15

  plotlycross-validationreproducible-scienceproject-managementautismfmrijupyter-notebooksnilearnscikitlearn-machine-learningleave-one-out-cross-validation+ 8

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •1515 forks•4747 stars•00 issues•00 pull requests•Updated Oct 10, 2024Oct 10, 2024

• anproulx-fMRI-autism

  Public
  fMRI, machine learning

  Jupyter Notebook

  •22 forks•33 stars•55 issues•22 pull requests•Updated Jun 17, 2024Jun 17, 2024

• BHS_Project_dMRI

  Public
  Diffuision MRI reconstruction, MRI Visualization, MRI Analyzation, Machine Learning

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •11 fork•55 stars•55 issues•1111 pull requests•Updated Apr 29, 2024Apr 29, 2024

• ADHDsubtypes_project

  Public
  ADHD subtypes classification project with 3 different datatypes

  pythonmachine-learningscikit-learn+ 14

  pythonmachine-learningscikit-learnplotlyjupyter-notebookdata-visualizationeegpcaknnadhd+ 7

  Jupyter Notebook

  •44 forks•3434 stars•11 issue•33 pull requests•Updated Jul 6, 2023Jul 6, 2023

• BHS_project_SRastegarnia

  Public
  Jupyter Notebook

  •

  MIT License

  •11 fork•00 stars•66 issues•2020 pull requests•Updated Dec 27, 2022Dec 27, 2022

• BHS-AuditoryMultimodal

  Public
  Combine fMRI/EEG to learn about music/auditory processing

  musiceegfmri+ 3

  musiceegfmripreprocessingfmriprepmusic-processing

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •33 forks•1616 stars•22 issues•1313 pull requests•Updated Dec 8, 2022Dec 8, 2022

• Biosignal-Emotions-BHS-2020

  Public
  Biosignal processing for automatic emotion recognition

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •1515 forks•5050 stars•11 issue•1313 pull requests•Updated Dec 8, 2022Dec 8, 2022

• stephaniealley_bhs2020_project

  Public
  Effect of preprocessing on prediction performance of machine learning model

  machine-learningfmripreprocessing

  machine-learningfmripreprocessing

  Jupyter Notebook

  •00 forks•44 stars•99 issues•77 pull requests•Updated Dec 8, 2022Dec 8, 2022

• deep_representational_learning

  Public
  combining EEG brain representations to deep neural nets architecture.

  Jupyter Notebook

  •11 fork•44 stars•33 issues•88 pull requests•Updated Nov 22, 2022Nov 22, 2022

• brain_encoding_decoding

  Public
  MAIN_2022

  Jupyter Notebook

  •

  MIT License

  •1313 forks•00 stars•00 issues•00 pull requests•Updated Nov 21, 2022Nov 21, 2022

• stong3_fMRI_processing

  Public
  fMRI pre-processing project using fMRIPrep, Nilearn on a HPC server.

  Jupyter Notebook

  •44 forks•1111 stars•00 issues•99 pull requests•Updated Sep 30, 2022Sep 30, 2022

• brain_state_tracking

  Public
  00 forks•00 stars•00 issues•00 pull requests•Updated Aug 23, 2022Aug 23, 2022

• Alex-A14_Brainhack2020

  Public
  pythonmachine-learningfmri

  pythonmachine-learningfmri

  HTML

  •

  Creative Commons Zero v1.0 Universal

  •22 forks•11 star•22 issues•33 pull requests•Updated Jun 22, 2022Jun 22, 2022

• mwmaclean-BHS2020

  Public
  Organizing, preprocessing, analyzing and visualizing diffusion MRI data.

  trackingdata-visualizationdata-management+ 2

  trackingdata-visualizationdata-managementpreprocessingdiffusion-mri

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•33 stars•33 issues•66 pull requests•Updated Jun 22, 2022Jun 22, 2022

• tjays7_fmri

  Public
  Sex Classification based on Functional Connectivity using fMRI

  machine-learningdata-visualizationfmri+ 1

  machine-learningdata-visualizationfmrinilearn

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•11 star•33 issues•22 pull requests•Updated Jun 22, 2022Jun 22, 2022

• ArsIsabelle_BHS_Project

  Public
  Learning How to Run Matlab EEG-FFR Classifiers

  beginner-projectmatlabeeg+ 5

  beginner-projectmatlabeegelectrophysiologybeginner-friendlyeeg-classificationffrbrainhack-school

  Jupyter Notebook

  •

  MIT License

  •55 forks•22 stars•77 issues•00 pull requests•Updated Dec 20, 2020Dec 20, 2020

• dnmacdon_ASD_multisite_smri

  Public
  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •33 forks•11 star•55 issues•00 pull requests•Updated Jul 5, 2020Jul 5, 2020

• MarkNelson86_EEGRecogBIDS

  Public
  MATLAB

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•00 stars•11 issue•00 pull requests•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.

  apitext-miningfmri+ 1

  apitext-miningfmrimethods

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•22 stars•55 issues•00 pull requests•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.

  00 forks•00 stars•33 issues•00 pull requests•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

  •

  MIT License

  •00 forks•22 stars•22 issues•00 pull requests•Updated Jun 13, 2020Jun 13, 2020

• jogaru1818_BHS

  Public
  Interested in using the tools we have learned to visualize functional connectivity data!

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•11 star•22 issues•00 pull requests•Updated Jun 13, 2020Jun 13, 2020

• harveyaa_fMRI_neuroticism

  Public
  Predicting neuroticism from fMRI connectivity using HCP data

  HTML

  •00 forks•33 stars•55 issues•00 pull requests•Updated Jun 10, 2020Jun 10, 2020

• mschoettner_fMRI-ML

  Public
  Project repo for the BHS2020 project.

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •22 forks•33 stars•66 issues•00 pull requests•Updated Jun 8, 2020Jun 8, 2020

• sshamlo_bhsproject

  Public
  Jupyter Notebook

  •11 fork•00 stars•22 issues•00 pull requests•Updated Jun 5, 2020Jun 5, 2020

• emilyemchen-EEGML

  Public
  Project for BrainHack School 2020

  machine-learningreproducible-researchproject+ 5

  machine-learningreproducible-researchprojecteegproject-managementclassifier-modelmachinelearning-pythonbrainhack-school

  Jupyter Notebook

  •00 forks•00 stars•44 issues•00 pull requests•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 u…

  Jupyter Notebook

  •00 forks•00 stars•11 issue•00 pull requests•Updated Jun 5, 2020Jun 5, 2020

• hannahkiesow_RiskyBrain

  Public
  Predicting risky behavior in structural brain volume using the UK Biobank

  visualizationmachine-learningneuroscience+ 6

  visualizationmachine-learningneurosciencefeature-engineeringnilearnatlasesukbiobankmri-brainstuctural

  Python

  •00 forks•00 stars•11 issue•00 pull requests•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.

  visualizationfmri

  visualizationfmri

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•11 star•66 issues•00 pull requests•Updated Jun 5, 2020Jun 5, 2020

• johnaldmcfist-neonatalNiPype

  Public
  Neonatal diffusion MRI analysis in NiPype

  Jupyter Notebook

  •

  Creative Commons Zero v1.0 Universal

  •00 forks•00 stars•11 issue•00 pull requests•Updated Jun 4, 2020Jun 4, 2020