2 papers
cs.LG2026
MetaboNet-Bench: A Multi-modal Benchmark for Glucose Forecasting in Type 1 Diabetes
Nathaniel Jeffries, Miriam Wolff, Sam Royston +5
Glucose forecasting algorithms are an important aspect of glycemic control management in type 1 diabetes. So far, the research community has developed numerous algorithms and model…
q-bio.QM2025
CGM Data Analysis 2.0: Functional Data Pattern Recognition and Artificial Intelligence Applications
David C. Klonoff, Richard M. Bergenstal, Eda Cengiz +16
New methods of CGM data analysis are emerging that are valuable for interpreting CGM patterns and underlying metabolic physiology. These new methods use functional data analysis an…