Hybrid digital-twin matching plus Seq2Seq LSTM reduces 240-minute glucose forecast bias by 13.89 mg/dL and MAE by 28.62 mg/dL versus baselines on held-out T1DEXI data.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
PhysioSeq2Seq: A Hybrid Physiological Digital Twin and Sequence-to-Sequence LSTM for Long-Horizon Glucose Forecasting in Type 1 Diabetes
Hybrid digital-twin matching plus Seq2Seq LSTM reduces 240-minute glucose forecast bias by 13.89 mg/dL and MAE by 28.62 mg/dL versus baselines on held-out T1DEXI data.