Publicaciones (36) Publicaciones de Marta Botella Serrano

2024

  1. HUPA-UCM diabetes dataset

    Data in Brief

  2. Use of Tirzepatide in Adults with Type 2 Diabetes Mellitus: Scientific Evidence and Practical Aspects

    Diabetes Therapy

2023

  1. Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes

    Frontiers in Endocrinology, Vol. 14

  2. Physical activity patterns in type 1 diabetes in Spain: The SED1 study

    BMC Sports Science, Medicine and Rehabilitation, Vol. 15, Núm. 1

2022

  1. 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

  2. Evolving Classification Rules for Predicting Hypoglycemia Events

    2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings

2021

  1. 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

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

    Applied Soft Computing Journal, Vol. 88

  2. 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

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

    Memetic Computing, Vol. 10, Núm. 3, pp. 267-277

  2. Swarm hybrid optimization for a piecewise model fitting applied to a glucose model

    Journal of Systems and Information Technology, Vol. 20, Núm. 4, pp. 404-416

2017

  1. A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters

    Progress in Artificial Intelligence, Vol. 6, Núm. 3, pp. 255-261

  2. 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

  3. Effects of once-weekly exenatide on cardiovascular outcomes in type 2 diabetes

    New England Journal of Medicine, Vol. 377, Núm. 13, pp. 1228-1239

  4. 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)

  5. 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

2016

  1. Cardiovascular and other outcomes postintervention with insulin glargine and omega-3 fatty acids (ORIGINALE)

    Diabetes Care, Vol. 39, Núm. 5, pp. 709-716

  2. Predicting glycemia in diabetic patients by evolutionary computation and continuous glucose monitoring

    GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference

2015

  1. Data-based identification of prediction models for glucose

    GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference

  2. Effect of sitagliptin on cardiovascular outcomes in type 2 diabetes

    New England Journal of Medicine, Vol. 373, Núm. 3, pp. 232-242