Zeigar's repositories
3dbraingen
Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)
ANTsPyNet
Medical image analysis framework merging ANTsPy and deep learning
automatic-ecg-diagnosis
Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".
cbptools
CBPtools: A Python package for regional connectivity-based parcellation
dn3
The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.
edge-centric_demo
demo code edge-centric functional connectivity (eFC); Faskowitz et al. (2020) Nature Neuroscience volume 23, pages1644–1654 (2020)
EEG-Datasets
A list of all public EEG-datasets
EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
fit
Fusion ICA Toolbox (MATLAB)
GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
HYDRA
Heterogeneity through discriminative analysis
MAGIC
MAGIC (Magnetic stimulator interface controller) is a MATLAB toolbox for communication with MagVenture and Magstim transcranial magnetic stimulation devices.
MATLAB_BrainAndCognitiveScientists
Code that accompanies the book
mneflow
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
MONAI
AI Toolkit for Healthcare Imaging
MUPS-EEG
Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification
NeuroMiner-1
Git repo for NeuroMiner 1.05
PRGNN_fMRI
Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf
Python-Workshop-SuZhou
A place where all demo code and data are stored.
roiconnect
ROI connectivity analysis in EEG
scona
Code to analyse structural covariance brain networks using python.
seizure-type-classification-tuh
seizure type classification using TUH dataset
spatio-temporal-brain
A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
TSception
PyTorch implementation of TSception
UKB
repository for scripts used in UK BioBank analyses