Lyvia Biagi

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Machine Learning

Physical Activity

Artificial Neural Networks

Top Venues

Health Informatics J.

Publications

Lyvia Biagi, Arthur Bertachi, Marga Giménez, Ignacio Conget, Jorge Bondia, Josep-Antoni Martín-Fernández, Josep Vehí
Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach. Sensors 21 (11) (2021)
Josep Vehí, Iván Contreras, Silvia Oviedo, Lyvia Biagi, Arthur Bertachi
Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning. Health Informatics J. 26 (1) (2020)
Arthur Bertachi, Clara Viñals, Lyvia Biagi, Iván Contreras, Josep Vehí, Ignacio Conget, Marga Giménez
Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor. Sensors 20 (6) (2020)
Iván Contreras, Arthur Bertachi, Lyvia Biagi, Josep Vehí, Silvia Oviedo
Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models. KHD@IJCAI (2018)
Arthur Bertachi, Lyvia Biagi, Iván Contreras, Ningsu Luo, Josep Vehí
Prediction of Blood Glucose Levels And Nocturnal Hypoglycemia Using Physiological Models and Artificial Neural Networks. KHD@IJCAI (2018)
Lyvia Biagi, Josep Antoni Martin-Fernandex, Josep Vehí
Compositional Data Analysis of Type 1 Diabetes Data. KHD@IJCAI (2018)
Lyvia Biagi, Charrise Mary Ramkissoon, Andrea Facchinetti, Yenny Leal, Josep Vehí
Modeling the Error of the Medtronic Paradigm Veo Enlite Glucose Sensor. Sensors 17 (6) (2017)