Enrico Manzini

According to our database, Enrico Manzini authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

A deep attention-based encoder for the prediction of type 2 diabetes longitudinal outcomes from routinely collected health care data.

Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erich Andrés, Israel Pizarro, Dídac Mauricio, Alexandre Perera-Lluna

Expert Syst. Appl., 2025

2024

A BERT base model for the analysis of Electronic Health Records from diabetic patients.

Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erich Andrés, Israel Pizarro, Dídac Mauricio, Alexandre Perera-Lluna

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2022

Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records.

Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal, Joan Escudero, Ana Génova, Elisenda Reixach, Erik Andrés, Israel Pizarro, José-Luis Portero, Dídac Mauricio, Alexandre Perera-Lluna

J. Biomed. Informatics, 2022

Mapping layperson medical terminology into the Human Phenotype Ontology using neural machine translation models.

Enrico Manzini, Jon Garrido-Aguirre, Jordi Fonollosa, Alexandre Perera-Lluna

Expert Syst. Appl., 2022