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cgm_prediction_data's Introduction

Datasets for CGM prediction

  • Included are train and test datasets, with 756 and 324 records each.
  • The data was obtained from the paper https://arxiv.org/abs/2003.01283
  • For each record, you have a 1-day trajectory with 1-minute resolution (hence, 1440 time-points)
  • You have three kinds of variables:
    • CGM values (glucose_readings_*.csv)
    • Insulin values (insulin_therapy_*.csv)
    • Ingested carbs (meals_carbs_*.csv)
  • The objective is to predict future CGM values given past CGM, insulin, and carbs values

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