Open-Radiomics

Open-source datasets and a technical protocol for reproducible radiomics machine learning pipelines.

Project Details

published

  • radiomics
  • reproducibility
  • medical imaging
  • open-source
  • machine learning

Downloads

Open-Radiomics datasets have been downloaded thousands of times so far.

Open-Radiomics downloads snapshot

Current Datasets

  • BraTS 2020-OpenRadiomics
  • TCIA NSCLC-OpenRadiomics
  • BraTS 2023-OpenRadiomics

Open-Radiomics is a reproducibility-first effort that pairs standardized imaging datasets with a technical protocol for reliable radiomics-based analysis.

⚠️ Problem

Current radiomics-based analysis methods lack reproducibility. Existing reproducibility guidelines are high-level and inconsistent.

🛠️ Solution

We use open-source imaging datasets to demonstrate the reproducibility issue and provide a technical framework for reliable radiomics-based analysis.

Open-Radiomics components overview

📄 Citation

Namdar K, Wagner MW, Ertl-Wagner BB, Khalvati F. Open-radiomics: a collection of standardized datasets and a technical protocol for reproducible radiomics machine learning pipelines. BMC Medical Imaging (2025). https://link.springer.com/article/10.1186/s12880-025-01855-2

🌐 Project Website

https://openradiomics.org/