Marta
Botella Serrano
Profesor/a Asociado/a en CC. de la Salud
![Foto de Antonio Óscar](/img/nophoto.png)
Antonio Óscar
Garnica Alcazar
Publicaciones en las que colabora con Antonio Óscar Garnica Alcazar (12)
2024
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HUPA-UCM diabetes dataset
Data in Brief
2023
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Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes
Frontiers in Endocrinology, Vol. 14
2022
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Evaluating the Influence of Mood and Stress on Glycemic Variability in People with T1DM Using Glucose Monitoring Sensors and Pools
Diabetology, Vol. 3, Núm. 2, pp. 268-275
2021
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Identification of blood glucose patterns in patients with type 1 diabetes using continuous glucose monitoring and clustering techniques
Endocrinologia, Diabetes y Nutricion, Vol. 68, Núm. 3, pp. 170-174
2020
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Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging
Applied Soft Computing Journal, Vol. 88
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Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients
Biomedical Signal Processing and Control, Vol. 61
2018
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Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting
Memetic Computing, Vol. 10, Núm. 3, pp. 267-277
2017
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Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
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Enhancing grammatical evolution through data augmentation: Application to blood glucose forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation
GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion
2015
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Data-based identification of prediction models for glucose
GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference
2014
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Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation
GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference