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Updated paper title and reference
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bglocker authored Jan 25, 2023
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# Algorithmic encoding of protected characteristics in image-based models for disease detection
# Algorithmic encoding of protected characteristics in chest X-ray disease detection models

![Components of a deep neural networks](assets/network.png "Components of a deep neural networks")

This repository contains the code for the paper
> B. Glocker, C. Jones, M. Bernhardt, S. Winzeck. [_Algorithmic encoding of protected characteristics in image-based models for disease detection_](https://arxiv.org/abs/2110.14755). 2021. pre-print arXiv:2110.14755.
> B. Glocker, C. Jones, M. Bernhardt, S. Winzeck. _Algorithmic encoding of protected characteristics in chest X-ray disease detection models_. 2023. eBioMedicine (in press). Pre-print available here [arXiv:2110.14755](https://arxiv.org/abs/2110.14755).
## Dataset

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