Óscar Garnica

Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods

J. Ignacio Hidalgo, J. Manuel Colmenar, Gabriel Kronberger et al. · Journal of Medical Systems · 2017 · 95 citations

Evolutionary Data Mining, Diabetes Management, Engineering +9

Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes

Félix Tena, Óscar Garnica, Juan Lanchares et al. · Sensors · 2021 · 36 citations · Full text

Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging

J. Ignacio Hidalgo, Marta Botella, J. Manuel Velasco et al. · Applied Soft Computing · 2019 · 26 citations

Forecasting Methodology, Random Grammatical Evolution, Engineering +11

Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers

Óscar Garnica, Diego Gómez, Víctor Ramos et al. · The EPMA Journal · 2021 · 25 citations · Full text

Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting

J. Manuel Velasco, Óscar Garnica, Juan Lanchares et al. · Memetic Computing · 2018 · 18 citations

Blood Glucose Forecasting, Forecasting Methodology, Data Augmentation +10