Silvia Oviedo

Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models

Iván Contreras, Silvia Oviedo, Martina Vettoretti et al. · PLoS ONE · 2017 · 79 citations · Full text

Engineering, Artificial Pancreas, Computational Medicine +17

Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning

Iván Contreras, Silvia Oviedo, Lyvia Biagi et al. · Health Informatics Journal · 2019 · 69 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +25

Risk-based postprandial hypoglycemia forecasting using supervised learning

Silvia Oviedo, Iván Contreras, Carmen Quirós et al. · International Journal of Medical Informatics · 2019 · 45 citations

Probabilistic Forecasting, Engineering, Risk-based Postprandial Hypoglycemia +6

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 et al. · Computer Methods and Programs in Biomedicine · 2019 · 27 citations

Type 1, Diabetes Management, Insulin Management +7

Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models.

Iván Contreras, Arthur Bertachi, Lyvia Biagi et al. · International Joint Conference on Artificial Intelligence · 2018 · 21 citations

Diabetes Management, Engineering, Data Science +6