saigerutherford Goto Github PK

git-annex_tutorial

A tutorial for using git-annex to shared large datasets and code within the Lab.

glmblock

Block structured regularization for prediction with network-valued covariates

granular-race-disparities_mlhc23

Code for "Coarse race data conceals disparities in clinical risk score performance," published at MLHC 2023

hackathon2019

Website and projects for the OHBM Hackathon in Rome 2019

hcp_mri-behavior

Code for predicting individual differences in behavioral variables (e.g., intelligence, personality) from resting-state fMRI functional connectivity, using data from the Young Adult Human Connectome Project

ica-aroma

ICA-AROMA Software Package: a data-driven method to identify and remove head motion-related artefacts from functional MRI data.

imgaug

Image augmentation for machine learning experiments.

introduction-to-python

A brief overview of the Python programming language.

lifespan_qc_scripts

Scripts used to manually check subjects T1w volumes with Freesurfer brain.finalsurfs viewed as an overlay.

machinelearning

EECS 545 Fall 2018

matlab_asl_repo

Code for analyzing perfusion FMRI data collected with ASL

me-ica

Core code for ME-ICA command line interface

ml-cheatsheet

Machine learning cheatsheet

mni_atlas_reader

neurohackademy2018

neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

ni-on-flux

Introduction to the Flux cluster for neuroimaging

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

nipype

Workflows and interfaces for neuroimaging packages

nm_demographics

Analysis for quantifying differences in deviation scores across demographic groups

nobrainer

Neural networks for brain extraction and labelling from structural magnetic resonance images

normativemodeling_springernature

The repository for the chapter about Normative Modeling in “Methods for analyzing large neuroimaging datasets” by Springer Nature.

openmorph

Curated list of open-access databases with human structural MRI data

pcnportal

Web interface for PCN toolkit

pcntoolkit

Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/

pcntoolkit-demo

Demo and tutorial for PCNtoolkit routines

pcntoolkit-interface

Code for PCNtoolkit's online presence aka live inference machine

precourse-preparation

psych10-book

Source files for Statistical Thinking For the 21st Century

pybliometrics

Python-based API-Wrapper to access Scopus