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2020 – today
- 2022
[j7]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): 1665 (2022)- 2021
- [j6]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): 3593 (2021) - 2020
- [j5]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) - [j4]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): 1705 (2020) - [j3]Aleix Beneyto, Arthur Bertachi, Jorge Bondia, Josep Vehí:
A New Blood Glucose Control Scheme for Unannounced Exercise in Type 1 Diabetic Subjects. IEEE Trans. Control. Syst. Technol. 28(2): 593-600 (2020) - [j2]Charrise Mary Ramkissoon, Arthur Bertachi, Aleix Beneyto, Jorge Bondia, Josep Vehí:
Detection and Control of Unannounced Exercise in the Artificial Pancreas Without Additional Physiological Signals. IEEE J. Biomed. Health Informatics 24(1): 259-267 (2020)
2010 – 2019
- 2019
- [b1]Arthur Bertachi:
Development and validation of strategies to mitigate the risk of hypoglycemic events in type 1 diabetes mellitus. University of Girona, Spain, 2019 - [j1]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: 175-180 (2019) - 2018
- [c2]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. KDH@IJCAI 2018: 85-90 - [c1]Iván Contreras, Arthur Bertachi, Lyvia Biagi, Josep Vehí, Silvia Oviedo:
Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models. KDH@IJCAI 2018: 91-96
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