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Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models

This repository contains the code used for the experiments performed in:

@article{subasri2023diagnosing,
  title={Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models},
  author={Subasri, Vallijah and Krishnan, Amrit and Dhalla, Azra and Pandya, Deval and Malkin, David and Razak, Fahad and Verma, Amol and Goldenberg, Anna and Dolatabadi, Elham},
  journal={medRxiv},
  pages={2023--03},
  year={2023},
  publisher={Cold Spring Harbor Laboratory Press}
}

Access to GEMINI data for research purposes can be requested by a submission of a Project Proposal Form for review by the GEMINI Projects and Publications Committee. Further information can be found at https://www.geminimedicine.ca/access-data.

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