Marga Giménez

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Machine Learning

Diabetic Patients

Physical Activity

Top Venues

Comput. Methods Programs Biomed.

Int. J. Medical Informatics

Publications

Adrià Parcerisas, Iván Contreras, Alexia Delecourt, Arthur Bertachi, Aleix Beneyto, Ignacio Conget, Clara Viñals, Marga Giménez, Josep Vehí
A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin. Sensors 22 (4) (2022)
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)
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)
Alejandro José Laguna Sanz, José-Luis Díez, Marga Giménez, Jorge Bondia
Enhanced Accuracy of Continuous Glucose Monitoring during Exercise through Physical Activity Tracking Integration. Sensors 19 (17) (2019)
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Pantelis Georgiou, Jorge Bondia
Coordinated dual-hormone artificial pancreas with parallel control structure. Comput. Chem. Eng. 128 (2019)
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Jorge Bondia
In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation. ACC (2019)
Silvia Oviedo, Iván Contreras, Arthur Bertachi, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques. Comput. Methods Programs Biomed. 178 (2019)
Silvia Oviedo, Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Risk-based postprandial hypoglycemia forecasting using supervised learning. Int. J. Medical Informatics 126 (2019)
Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Profiling intra-patient type I diabetes behaviors. Comput. Methods Programs Biomed. 136 (2016)