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Analyzing the fairness of MIMIC-CXR-JPG v2.0.0 (Chest X-Rays) in diagnositc models and boosting fairness of underrepresented populations through image generation methods.

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CS543-FinalProject

Analyzing the fairness of MIMIC-CXR-JPG v2.0.0 (Chest X-Rays) in diagnostic models and boosting fairness of underrepresented populations through image generation methods.

Steps to Re-create:

  1. Run the create_dataset.ipynb file so that it saves the master_df.csv file (without any pre-processing)
  2. Run the train.ipynb file

About

Analyzing the fairness of MIMIC-CXR-JPG v2.0.0 (Chest X-Rays) in diagnositc models and boosting fairness of underrepresented populations through image generation methods.

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