2 papers
eess.SP2024
A Multitask VAE for Time Series Preprocessing and Prediction of Blood Glucose Level
Ali AbuSaleh, Mehdi Rahim
Data preprocessing is a critical part of time series data analysis. Data from connected medical devices often have missing or abnormal values during acquisition. Handling such situ…
cs.LG2021
HAD-Net: Hybrid Attention-based Diffusion Network for Glucose Level Forecast
Quentin Blampey, Mehdi Rahim
Data-driven models for glucose level forecast often do not provide meaningful insights despite accurate predictions. Yet, context understanding in medicine is crucial, in particula…