Comparative analysis of the performance of four learning models for predicting blood glucose levels in type 1 diabetic patients based on blood glucose measurements. - Loubna Mazgouti; Najiba El Amrani El Idrissi (WINCOM, 2023)

Optimization of blood glucose prediction with LSTM-XGBoost fusion and integration of statistical features for enhanced accuracy. - Loubna Mazgouti; Nacira Laamiri; Jaouher Ben Ali; Najiba El Amrani El Idrissi; Veronique Di Costanzo; Roomila Naeck; Jean-Marc Ginoux (Biomed. Signal Process. Control., 2025)