Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansBlood GlucoseDeep LearningDiabetes MellitusType 1
Evaluating the Effect of Input Features on Deep Learning Models for Blood Glucose Forecasting.
Andrea Calzavara, Francesco Prendin, Giacomo Cappon, Simone Del Favero, Andrea Facchinetti
Published: 202510.1109/EMBC58623.2025.11252941
Abstract
In type 1 diabetes (T1D), predicting future blood glucose (BG) concentration tens of minutes in advance is a key element in decision support systems and artificial pancreas devices. Recently, given the availability of large datasets, deep learning (D…
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