Publications (35) Marta Botella Serrano publications

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

  3. Estado actual de los sistemas de infusión subcutánea continua de insulina y monitorización continua de glucosa en la Comunidad de Madrid

    Endocrinología y nutrición: órgano de la Sociedad Española de Endocrinología y Nutrición, Vol. 62, Núm. 4, pp. 171-179