MetaboNet-Bench provides an extensible open-source framework for comparing multimodal glucose forecasting models in T1D and finds that adding insulin and carb data benefits depend on model complexity.
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One
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MetaboNet is a consolidated dataset of 3135 subjects with 1228 patient-years of CGM and insulin pump data for Type 1 Diabetes research.
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MetaboNet-Bench: A Multi-modal Benchmark for Glucose Forecasting in Type 1 Diabetes
MetaboNet-Bench provides an extensible open-source framework for comparing multimodal glucose forecasting models in T1D and finds that adding insulin and carb data benefits depend on model complexity.
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MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management
MetaboNet is a consolidated dataset of 3135 subjects with 1228 patient-years of CGM and insulin pump data for Type 1 Diabetes research.