GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes

Published: Jun 29, 2020
Abstract
Due to the sensitive nature of diabetes-related data, preventing them from being shared between studies, progress in the field of glucose prediction is hard to assess. To address this issue, we present GLYFE (GLYcemia Forecasting Evaluation), a benchmark of machine-learning-based glucose-predictive models. To ensure the reproducibility of the results and the usability of the benchmark in the future, we provide extensive details about the data...
Paper Details
Title
GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes
Published Date
Jun 29, 2020
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