Loubna Mazgouti

According to our database, Loubna Mazgouti authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Accurate Prediction of Type 1 Diabetes Using a Novel Hybrid GRU-Transformer Model and Enhanced CGM Features.

Loubna Mazgouti, Nacira Laamiri, Jaouher Ben Ali, Najiba El Amrani El Idrissi, Veronique Di Costanzo, Roomila Naeck, Jean-Marc Ginoux

Algorithms, 2025

TransUNet++: A Multiscale CNN-Transformer Hybrid Framework for Multi-Modal Brain Tumor Segmentation.

Chaymae El Mechal, Najiba El Amrani El Idrissi, Loubna Mazgouti, Fatima-Zahra Ammor

Proceedings of the 12th International Conference on Wireless Networks and Mobile Communications, 2025

2023

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

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023