wwu-mmll Goto Github PK

a-systematic-evaluation-of-machine-learning-based-biomarkers-for-major-depressive-disorder

This is the accompanying repository for our manuscript titled "A Systematic Evaluation of Machine Learning-based Biomarkers for Major Depressive Disorder across Modalities".

c-trus

championat

deepbet

Fast brain extraction using neural networks

gatenet

Official implementation of GateNet

gcn_mdd_classification

jacinle

Personal python toolbox.

keras-drop-connect

Drop-connect wrapper

mccqrnn_docker

more-alike-than-different-paper2021

Analyses and results for "More alike than different - Quantifying Abnormalities of Brain Structure and Function in Major Depressive Disorder across Nine Modalities"

paper-repo

Includes a list of repositories that use PHOTON as major analysis tool

pcntoolkit

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

photonai

PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.

photonai_brainhack23

PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.

photonai_conformal

Conformal Predictions using photonai

photonai_explorer

Web-App to inspect your training, optimization and evaluation results generated by PHOTONAI

photonai_explorer_serv

Go app to serv the photon_explorer

photonai_graph

Photon Graph is an extension for the PHOTON framework that allows for the use of machine learning based on graphs.

photonai_module_template

Module template repository for PHOTONAI modules

photonai_neuro

Add-on module to simplify machine learning analyses for multimodal Magnetic Resonance Imaging (MRI) with photonai.

photonai_wizard

A graphical code generator for PHOTONAI

resample

Randomization-based inference in Python

scl

PyTorch implementation for The Scattering Compositional Learner (SCL)

spm12

SPM12

uncertainty-brain-age

Uncertainty aware brain age prediction