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RAG-IM

Implementation of our RAG-IM (Retrieval Augmented Generation of Interpretable Models) paper.

CAUTION: The codebase is being actively modified.

Download raw data

Please download the MIMIC-IV dataset from the official source. The following files are required:

  • HOSP.procedures_icd.csv
  • HOSP.d_icd_procedures.csv
  • HOSP.d_icd_diagnoses.csv
  • HOSP.d_labitems.csv
  • ED.diagnosis.csv
  • labevents.csv

Run the experiments (training and testing)

bash run_experiment.sh

Only test the already trained model

bash run_test_only.sh

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Retrieval Augmented Generation of Interpretable Models

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