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@pni-lab

PNI - Predictive Neuroimaging Lab, University Hospital Essen, Germany

image

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

Important links:

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

GitHub licenseGitHub releaseGitHub issuesGitHub issues-closed

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

GitHub licenseGitHub releaseCircleCICircleCI2Docker BuildDocker PullsGitHub issuesGitHub 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 licenseGitHub releaseGitHub CIDocumentation StatusarXivGitHub issuesGitHub issues-closedBinder

arXivlintexDocumentation Status.

➡️PUMI: nipype-based modular workflow management system.

GitHubGitHub Workflow StatusDocker Image Version (latest semver)Docker Image Size (latest semver)GitHub issuesGitHub closed issues

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

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  1. mlconfoundmlconfoundPublic

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

    Jupyter Notebook 7

  2. mlconfound-manuscriptmlconfound-manuscriptPublic

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

    Jupyter Notebook 1 1

  3. RPN-signatureRPN-signaturePublic

    Forked fromspisakt/RPN-signature

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

    Jupyter Notebook 1

  4. old_websiteold_websitePublic

    Website of the PNI research lab

    HTML 1

  5. ALIIASALIIASPublic

    Python 1 1

  6. predmod_lecturepredmod_lecturePublic

    Jupyter Book "Introduction to predictive modelling"

    Jupyter Notebook

Repositories

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Showing 10 of 23 repositories
  • pni-lab.github.io Public

    Lab website

    pni-lab/pni-lab.github.io’s past year of commit activity
    1 2 0 0 UpdatedMar 21, 2025
  • PUMI Public

    PUMI: neuroimaging Pipelines Using Modular workflow Integration

    pni-lab/PUMI’s past year of commit activity
    Python 1GPL-3.00 35 1 UpdatedMar 14, 2025
  • RLBF Public

    Reinforcement Learning via Brain Feedback (RLBF)

    pni-lab/RLBF’s past year of commit activity
    Python0GPL-3.00 0 0 UpdatedFeb 14, 2025
  • pni-lab/placebo-conditioning-meta-analysis’s past year of commit activity
    Jupyter Notebook0MIT0 0 0 UpdatedJan 20, 2025
  • adaptivesplit Public

    External validation of machine learning models with adaptive sample splitting

    pni-lab/adaptivesplit’s past year of commit activity
    Jupyter Notebook0GPL-3.00 0 0 UpdatedJan 20, 2025
  • AdaptiveSplitAnalysis Public

    Analysis for the AdaptiveSplit's manuscript.

    pni-lab/AdaptiveSplitAnalysis’s past year of commit activity
    Jupyter Notebook0GPL-3.00 0 0 UpdatedNov 7, 2024
  • nifeatures Public

    Features engineering for neuroimaging data

    pni-lab/nifeatures’s past year of commit activity
    Jupyter Notebook0GPL-3.00 0 0 UpdatedAug 14, 2024
  • pni-lab/dwi-replicability’s past year of commit activity
    Jupyter Notebook 1 1 0 0 UpdatedJul 4, 2024
  • connattractor Public

    Connectome-based Hopfiled Neural Networks (fcHNN)

    pni-lab/connattractor’s past year of commit activity
    Jupyter Notebook 7GPL-3.0 3 0 1 UpdatedApr 4, 2024
  • pni-lab/fmriprep_cluster’s past year of commit activity
    Shell00 3 0 UpdatedMar 8, 2024

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