Marga Giménez

11 papers C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomics Features from Multimodal Retinal Images.
CoRR
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, Alfredo Vellido, Javier Zarranz-Ventura
2022 J jnl
A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin.
Sensors
Adrià Parcerisas, Iván Contreras, Alexia Delecourt, Arthur Bertachi, Aleix Beneyto, Ignacio Conget, Clara Viñals, Marga Giménez, Josep Vehí
2022 — conf
NMF for Quality Control of Multi-modal Retinal Images for Diagnosis of Diabetes Mellitus and Diabetic Retinopathy.
IWBBIO (1)
Anass Benali, Laura Carrera, Ann Christin, Ruben Martín, Anibal Alé, Marina Barraso, Carolina Bernal, Sara Marín, Silvia Feu, Josep Rosinés, Teresa Hernandez, Irene Vilà, Cristian Oliva, Irene Vinagre, Emilio Ortega, Marga Giménez, Enric Esmatjes, Javier Zarranz-Ventura, Enrique Romero, Alfredo Vellido
2021 J jnl
Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach.
Sensors
Lyvia Biagi, Arthur Bertachi, Marga Giménez, Ignacio Conget, Jorge Bondia, Josep-Antoni Martín-Fernández, Josep Vehí
2020 J jnl
Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor.
Sensors
Arthur Bertachi, Clara Viñals, Lyvia Biagi, Iván Contreras, Josep Vehí, Ignacio Conget, Marga Giménez
2019 J jnl
Coordinated dual-hormone artificial pancreas with parallel control structure.
Comput. Chem. Eng.
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Pantelis Georgiou, Jorge Bondia
2019 J jnl
Enhanced Accuracy of Continuous Glucose Monitoring during Exercise through Physical Activity Tracking Integration.
Sensors
Alejandro José Laguna Sanz, José-Luis Díez, Marga Giménez, Jorge Bondia
2019 C conf
In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation.
ACC
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Jorge Bondia
2019 J jnl
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.
Silvia Oviedo, Iván Contreras, Arthur Bertachi, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
2019 J jnl
Risk-based postprandial hypoglycemia forecasting using supervised learning.
Int. J. Medical Informatics
Silvia Oviedo, Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
2016 J jnl
Profiling intra-patient type I diabetes behaviors.
Comput. Methods Programs Biomed.
Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí