Prediction of Blood Glucose Levels And Nocturnal Hypoglycemia Using Physiological Models and Artificial Neural Networks. - Arthur Bertachi; Lyvia Biagi; Iván Contreras; Ningsu Luo; Josep Vehí (KDH@IJCAI, 2018)

Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models. - Iván Contreras; Arthur Bertachi; Lyvia Biagi; Josep Vehí; Silvia Oviedo (KDH@IJCAI, 2018)

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)

Development and validation of strategies to mitigate the risk of hypoglycemic events in type 1 diabetes mellitus. - Arthur Bertachi (2019)

Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning. - Josep Vehí; Iván Contreras; Silvia Oviedo; Lyvia Biagi; Arthur Bertachi (Health Informatics J., 2020)

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)

A New Blood Glucose Control Scheme for Unannounced Exercise in Type 1 Diabetic Subjects. - Aleix Beneyto; Arthur Bertachi; Jorge Bondia; Josep Vehí (IEEE Trans. Control. Syst. Technol., 2020)

Detection and Control of Unannounced Exercise in the Artificial Pancreas Without Additional Physiological Signals. - Charrise Mary Ramkissoon; Arthur Bertachi; Aleix Beneyto; Jorge Bondia; Josep Vehí (IEEE J. Biomed. Health Informatics, 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)