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Yao-Hua Zhang

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#machine learning Preprint Oct 2026

PMB-NN: Physiological-Model-Based Neural Network for Glucose Forecasting in Type 1 Diabetes

Accurate, physiologically consistent glucose forecasts could help people with type 1 diabetes respond to impending excursions. We applied our physiological-model-based neural network (PMB--NN) framework to glucose forecasting. A temporal convolutional network (TCN) used 180 min of history, constrained during training b...

Yao-Hua Zhang, Shu-Hao Que, Ying Wang · 0 citations