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Simulating Realistic Continuous Glucose Monitor Time Series by Data Augmentation

This repository contains the implementation code for Data Augmented Simulation, a method to make simulated blood glucose (BG) more realistic by augmenting simulated BG with data properties (missing data, error) from real type 1 diabetes datasets.

Louis Gomez, Aishat Toye, R.Stanley Hum, Samantha Kleinberg
Journal of Diabates Technology and Science, 2023