Medical Machine Learning Lab - University of Münster
Machine Learning team at University of Münster, Institute for Translational Psychiatry
Münster, Germany
Pinned Repositories
deepbet
Fast brain extraction using neural networks
deepmriprep
Neural network-based preprocessing of MRI data: Prepping brain images in seconds 🔥
gatenet
Official implementation of GateNet
mccqrnn_docker
photonai
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_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.
Medical Machine Learning Lab - University of Münster's Repositories
wwu-mmll/photonai
PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.
wwu-mmll/deepbet
Fast brain extraction using neural networks
wwu-mmll/deepmriprep
Neural network-based preprocessing of MRI data: Prepping brain images in seconds 🔥
wwu-mmll/photonai_graph
Photon Graph is an extension for the PHOTON framework that allows for the use of machine learning based on graphs.
wwu-mmll/photonai_neuro
Add-on module to simplify machine learning analyses for multimodal Magnetic Resonance Imaging (MRI) with photonai.
wwu-mmll/gatenet
Official implementation of GateNet
wwu-mmll/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".
wwu-mmll/mccqrnn_docker
wwu-mmll/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"
wwu-mmll/photonai_explorer
Web-App to inspect your training, optimization and evaluation results generated by PHOTONAI
wwu-mmll/photonai_wizard
A graphical code generator for PHOTONAI
wwu-mmll/uncertainty-brain-age
Uncertainty aware brain age prediction
wwu-mmll/GCN_MDD_Classification
wwu-mmll/photonai_conformal
Conformal Predictions using photonai
wwu-mmll/c-trus
wwu-mmll/championat
wwu-mmll/keras-drop-connect
Drop-connect wrapper
wwu-mmll/paper-repo
Includes a list of repositories that use PHOTON as major analysis tool
wwu-mmll/photonai_brainhack23
PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.
wwu-mmll/photonai_explorer_serv
Go app to serv the photon_explorer
wwu-mmll/photonai_module_template
Module template repository for PHOTONAI modules
wwu-mmll/Jacinle
Personal python toolbox.
wwu-mmll/PCNtoolkit
Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/
wwu-mmll/resample
Randomization-based inference in Python
wwu-mmll/SCL
PyTorch implementation for The Scattering Compositional Learner (SCL)
wwu-mmll/spm12
SPM12