Profiling intra-patient type I diabetes behaviors. - Iván Contreras; Carmen Quirós; Marga Giménez; Ignacio Conget; Josep Vehí (Comput. Methods Programs Biomed., 2016)

In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation. - Vanessa Moscardó; Pau Herrero; José-Luis Díez; Marga Giménez; Paolo Rossetti; Jorge Bondia (ACC, 2019)

Coordinated dual-hormone artificial pancreas with parallel control structure. - Vanessa Moscardó; Pau Herrero; José-Luis Díez; Marga Giménez; Paolo Rossetti; Pantelis Georgiou; Jorge Bondia (Comput. Chem. Eng., 2019)

Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques. - Silvia Oviedo; Iván Contreras; Arthur Bertachi; Carmen Quirós; Marga Giménez; Ignacio Conget; Josep Vehí (Comput. Methods Programs Biomed., 2019)

Risk-based postprandial hypoglycemia forecasting using supervised learning. - Silvia Oviedo; Iván Contreras; Carmen Quirós; Marga Giménez; Ignacio Conget; Josep Vehí (Int. J. Medical Informatics, 2019)

Enhanced Accuracy of Continuous Glucose Monitoring during Exercise through Physical Activity Tracking Integration. - Alejandro José Laguna Sanz; José-Luis Díez; Marga Giménez; Jorge Bondia (Sensors, 2019)

Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor. - Arthur Bertachi; Clara Viñals; Lyvia Biagi; Iván Contreras; Josep Vehí; Ignacio Conget; Marga Giménez (Sensors, 2020)

Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach. - Lyvia Biagi; Arthur Bertachi; Marga Giménez; Ignacio Conget; Jorge Bondia; Josep-Antoni Martín-Fernández; Josep Vehí (Sensors, 2021)

NMF for Quality Control of Multi-modal Retinal Images for Diagnosis of Diabetes Mellitus and Diabetic Retinopathy. - Anass Benali; Laura Carrera; Ann Christin; Ruben Martín; Anibal Alé; Marina Barraso; Carolina Bernal; Sara Marín; Silvia Feu; Josep Rosinés; Teresa Hernandez; Irene Vilà; et al. (IWBBIO (1), 2022)

A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin. - Adrià Parcerisas; Iván Contreras; Alexia Delecourt; Arthur Bertachi; Aleix Beneyto; Ignacio Conget; Clara Viñals; Marga Giménez; Josep Vehí (Sensors, 2022)

Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomics Features from Multimodal Retinal Images. - Ariadna Tohà-Dalmau; Josep Rosinés-Fonoll; Enrique Romero; Ferran Mazzanti; Ruben Martin-Pinardel; Sonia Marias-Perez; Carolina Bernal-Morales; Rafael Castro-Dominguez; Andrea Mendez; Emilio Ortega; Irene Vinagre; Marga Giménez; et al. (CoRR, 2025)