遇见数据集

Model Parameters for Glucose Regulatory Measure (GRM)

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IEEE2026-04-17 收录
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This dataset contains parameter values of the model presented by the manuscript titled Model-Based Extraction of T2D Diagnostic Information from Continuous Glucose Monitoring. The parameters are obtained by first extracting hyperglycemic excursions, i.e. peaks, from continuous glucose data. A simple mathematical model describing glucose homeostasis is fitted to each peak, resulting in a collection of model parameters for each peak. Each file in this dataset contains the parameter values for all extracted peaks for each individual, stored as a YAML file that can be read by large variety of programming languages. The data stored within the YAML files serve as the training and testing data used to tune and validate the accuracy of the Glucose Regulatory Measure (GRM) presented in the same manuscript.

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