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@pni-lab

PNI - Predictive Neuroimaging Lab, University Hospital Essen, Germany

README.md

Welcome to the github profile of the Predictive NeuroImaging Lab

image

Visit our website: https://pni-lab.github.io

Important links:

➡️ pTFCE: probabilistic threshold-free cluster enhancement (SPM-toolbox and R package)

GitHub license GitHub release GitHub issues GitHub issues-closed

➡️ RPN-signature: resting state network signature of pain sensitivity.

GitHub license GitHub release CircleCI CircleCI2 Docker Build Docker Pulls GitHub issues GitHub issues-closed

➡️ CTP-signature: cortical thickness signature of pain sensitivity

➡️ Statistical quantification of confounding-bias in predictive modelling

  • mlconfound: python package for analyzing and quantifying effects of counfounder variables on machine learning model predictions

GitHub license GitHub release GitHub CI Documentation Status arXiv GitHub issues GitHub issues-closed Binder

arXiv lintex Documentation Status.

➡️ PUMI: nipype-based modular workflow management system.

GitHub GitHub Workflow Status Docker Image Version (latest semver) Docker Image Size (latest semver) GitHub issues GitHub closed issues

➡️ ALIIAS: (Pseudo)Anonymization with LimeSurvey integration and II-factor Authentication for Scientific research

Pinned

  1. mlconfound mlconfound Public

    Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.

    Jupyter Notebook 6

  2. mlconfound-manuscript mlconfound-manuscript Public

    Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.

    Jupyter Notebook 1

  3. RPN-signature RPN-signature Public

    Forked from spisakt/RPN-signature

    Supplementary analasys for The Resting-state Pain susceptibility Network signature.

    Jupyter Notebook 1

  4. old_website old_website Public

    Website of the PNI research lab

    HTML 1

  5. ALIIAS ALIIAS Public

    Python 1

  6. predmod_lecture predmod_lecture Public

    Jupyter Book "Introduction to predictive modelling"

    Jupyter Notebook

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