PNI - Predictive Neuroimaging Lab, University Hospital Essen, Germany's repositories
connattractor
Connectome-based Hopfiled Neural Networks (fcHNN)
mlconfound
Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.
programming_101
This repo holds the course materials for the programming crash course held by the PNI-lab Essen!
mlconfound-manuscript
Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.
pni-lab.github.io
Lab website
adaptivesplit
External validation of machine learning models with adaptive sample splitting
ctp-signature
Cortical thickness signature of individual sensitivity to pain
lab-website
source code of the lab website
nifeatures
Features engineering for neuroimaging data
old_website
Website of the PNI research lab
predmod_lecture
Jupyter Book "Introduction to predictive modelling"
RPN-signature
Supplementary analasys for The Resting-state Pain susceptibility Network signature.
AdaptiveSplitAnalysis
Analysis for the AdaptiveSplit's manuscript.
atlas_opt_maria
Atlas optimization with pumi (student lab rotation project)
RLBF
Reinforcement Learning via Brain Feedback (RLBF)
rpn-subscores
Unsupervised sub-scores of the RPN-signature