trendscenter/coinstac-LME-Freesurfer

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Python
Created over 4 years ago
Updated about 2 years ago

trendscenter/coinstac-LME-Freesurfer

trendscenter

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Decentralized linear mixed effects model for freesurfer data

gift

Group ICA/IVA software (MATLAB)

coinstac

Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation

fit

Fusion ICA Toolbox (MATLAB)

trends-reading-group

Contains information and resources relevant to TReNDS Reading Group (TRG)

Jupyter Notebook

simtb

Simulation toolbox (MATLAB)

pl2mind

Deepmind tools for Pylearn2

coinstac-dpsvm

COINSTAC code for Differentially Private Support Vector Machines (dpSVM)

dkmeans

Decentralized K-Means, as a Step Towards Decentralized dFNC

DPdPCA

Codes for differentially-private distributed PCA

coinstac-dinunet

Distributed Neural Network implementation on COINSTAC.

Coinstac_VBM_computation

This algorithm runs the Voxel Based Morphometry on structural T1 weighted MRI scans using SPMv12 and MATLAB Runtimev713.

bookshelf-shield

Access control list - based authorization for bookshelf models

coinstac-LME-VBM

Decentralized linear mixed effects model for VBM data

groupica_docker

coinstac-computation

Wrapper for COINSTAC computations.

coinstac-first-example

COINSTAC Example for Beginners

coins-cli

COINS ecosystem development utility

coinstac_gica_pipeline

Pared down ddFNC pipeline with only Group ICA

dinunet_implementations_gpu

hawkify-pouchdb

Make PouchDB HTTP requests use Hawk authentication.

MCD-GAN

coinstac_gica

decentralized-laplacian-ridge-regression

decentralized laplacian ridge regression for COINSTAC

polyssifier

Polyssifier Newest Build as Used on BrainForge and other projects

aa-gift

Group ICA for fMRI Toolbox for BrainForge usage

coinstac-ssr-fsl

Coinstac Code for Single-Shot Regression (ssr) on FreeSurfer Data

coinstac_mriqc_computation

This computation run mriqc tool on smri, fmri bids datasets to create quality control visual reports, which helps to identify outlier subjects in the data.

decentralized_brainage_paper

This repository has the code relevant to the research done in the publication : https://www.biorxiv.org/content/10.1101/2021.05.10.443469v1

coinstac-msr-fsl

Coinstac Code for Multi-shot Regression on FreeSurfer Data