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3t_mri_harmonisation

Code and data associated with the manuscript "A resource for development and comparison of multi-modal brain 3T MRI harmonisation approaches".

acmq

Analyse Causale et Méthodes Quantitatives

actflowtoolbox

The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.

action-software-for-functional-mri-analysis

Open-Source Python Software for Functional MRI Analysis

agsr-net

Brain graph super-resolution using graph neural networks.

analysis-of-network-centrality-measures-in-python

Within this work, several experiments in Oldham et al. paper that is conducted in MATLAB, is coded up using Jupyter Notebook.

anglebasis

A Generative Model and Decomposition for Functional Connectivity

approximation-algorithm-project

The final term project. We explored tranmission collision using graph coloring.

awesome-brain-graph-learning-with-gnns

Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used datasets and tools. We also invite researchers interested in brain graph learning with GNNs to join the project.

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

awesome-medical-data-harmonization

A curated list of resources for medical data harmonization algorithms

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

basic-ml-dl-concepts

Introduction to simple machine learning, deep learning and geometric deep learning concepts and methods.

bct

The Brain Connectivity Toolbox: https://sites.google.com/site/bctnet/

biozid-0208.github.io

blog

A Blog System with Spring MVC, Thymeleaf, JPA and MySQL

brain-and-information-bottleneck

brain data analysis and graph information bottleneck

brain-modularity-prior-modeling-for-fmri-analysis

brain-networks

Simulating cost of trauma in brain networks

brain-networks-across-the-web

list of brain networks ready to be downloaded for your brainhacking pleasure

braingb

Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.

braingraph

Graph theory analysis of brain MRI data

brainnet-ml-toolbox

Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

brainnn-pretrain

Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning''

brainwaves

Simulate metastable brain waves, plus analysis tools to quantify the dynamics.

bregman-correntropy-conditional-divergence

Bregman-Correntropy divergence on Conditional Distributions

cauchy-schwarz-information-bottleneck

Cauchy-Schwarz divergence Information Bottleneck

centrality_correlations

cica

Code repository of the R package Clusterwise Independent Component Analysis

civa

Clusterwise Independent Vector Analysis