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

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)

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)

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)