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Oct 15, 2020
Apr 13, 2021

Detect and Correct Bias in Multi-Site Neuroimaging Datasets

Paper

Source code for our study on detecting and correcting Bias in Multi-Site Neuroimaging Datasets. The repository contains ComBat++ for the harmonization of data and causal-vs-counfounded for identifying confounding bias in a causal inference framework.

Authors: Sebastian Pölsterl and Christian Wachinger

Please cite:

@article{wachinger2020detect,
  title={Detect and Correct Bias in Multi-Site Neuroimaging Datasets},
  author={Wachinger, Christian and Rieckmann, Anna and P{\"o}lsterl, Sebastian},
  journal={Medical Image Analysis},
  year={2020}
}

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Detect and correct bias in neuroimaging

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