| Data Augmentation and Evolutionary Algorithms to Improve the Prediction of Blood Glucose Levels in Scarcity of Training Data JM Velasco, O Garnica, S Contador, J Lanchares, E Maqueda, M Botella, ... 2017 IEEE Congress on Evolutionary Computation (CEC), 2193-2200, 2017 | 21 | 2017 |
| Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020. D Joedicke, G Kronberger, JM Colmenar, SM Winkler, JM Velasco, ... KDH@ ECAI 20, 141-145, 2020 | 19 | 2020 |
| Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting JM Velasco, O Garnica, S Contador, JM Colmenar, E Maqueda, M Botella, ... Applications of Evolutionary Computation: 20th European Conference …, 2017 | 17 | 2017 |
| Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios S Contador, JM Colmenar, O Garnica, JM Velasco, JI Hidalgo Genetic Programming and Evolvable Machines, 1-32, 2022 | 14 | 2022 |
| Glucose Forecasting Using Genetic Programming and Latent Glucose Variability Features S. Contador, J. M. Velasco, O. Garnica, J. I. Hidalgo Applied Soft Computing 110, 107609, 2021 | 10 | 2021 |
| Can clustering improve glucose forecasting with genetic programming models? S Contador, JI Hidalgo, O Garnica, JM Velasco, J Lanchares Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019 | 8 | 2019 |
| An analysis of solutions based on Genetic Programming to solve problems of symbolic regression of data from continuous glucose monitoring JI Hidalgo, JM Velasco, J Lanchares, S Contador, O Garnica AEPIA, Granada, Spain, 764-771, 2018 | 8 | 2018 |
| Profiled glucose forecasting using genetic programming and clustering S Contador, JM Velasco, O Garnica, JI Hidalgo Proceedings of the 35th Annual ACM Symposium on Applied Computing, 529-536, 2020 | 7 | 2020 |
| Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation JM Velasco, O Garnica, S Contador, M Botella, J Lanchares, JI Hidalgo Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 7 | 2017 |
| Short and medium term blood glucose prediction using multi-objective grammatical evolution S Contador, JM Colmenar, O Garnica, JI Hidalgo Applications of Evolutionary Computation: 23rd European Conference …, 2020 | 3 | 2020 |
| Identification of Blood Glucose Patterns in Patients with Type 1 Diabetes using Continuous Glucose Monitoring and Clustering Techniques S. Contador, J. M. Velasco, O. Garnica, J. I. Hidalgo, E. Maqueda, and M ... Endocrinología, Diabetes y Nutrición (English ed.) 68 (3), 170-174, 2021 | 2 | 2021 |
| Identificación de patrones de glucemia en pacientes con diabetes tipo 1 mediante monitorización continua de glucosa y técnicas de clusterización SC Pachón, MB Serrano, OG Alcázar, JMV Cabo, AA Zurimendi, ... Endocrinología, Diabetes y Nutrición 68 (3), 170-174, 2020 | 2 | 2020 |
| gluvarpro: Glucose Variability Measures from Continuous Glucose Monitoring Data S Contador r package version 2.0, 2019 | 2 | 2019 |
| Evaluating the Influence of Mood and Stress on Glycemic Variability in People with T1DM Using Glucose Monitoring Sensors and Pools JM Velasco, M Botella-Serrano, A Sánchez-Sánchez, A Aramendi, ... Diabetology 3 (2), 268-275, 2022 | 1 | 2022 |
| Studies on genetic programming techniques for the short and medium term predictions of the interstitial glucose of diabetic patients S Contador Pachón Universidad Rey Juan Carlos, 2022 | 1 | 2022 |
| Identification of blood glucose patterns through continuous glucose monitoring sensors and decision trees FJ Lozano, JI Hidalgo, M Botella, S Contador, J Lanchares, JM Velasco, ... medRxiv, 2020.09. 09.20190736, 2020 | 1 | 2020 |
| A Review on Clinical Optoacoustic Imaging: Are We Close to Clinical Adoption? S Contador, J Ripoll, E Lage, J Aguirre Preprints, 2024 | | 2024 |
| EVALUATING THE INFLUENCE OF MOOD AND STRESS ON GLYCEMIC VARIABILITY IN T1DM PATIENTS USING GLUCOSE MONITORING SENSORS AND POOLS JI Hidalgo, M Botella-Serrano, S Contador, JM Velasco, O Garnica, ... DIABETES TECHNOLOGY & THERAPEUTICS 23, A180-A181, 2021 | | 2021 |
| Evaluating the Influence of Mood and Stress on Glycemic Variability in T1DM Patients using Glucose Monitoring Sensors and Pools S. Contador, M. Botella, A. Aramendi, R. Rodríguez, E. Maqueda, O. Garnica ... International Conference on Advanced Technologies and Treatments for Diabetes, 2021 | | 2021 |
| Evaluating the Influence of Mood and Stress on Glycemic Variability in T1DM Patients using Glucose Monitoring Sensors and Pools S Contador, M Botella, A Aramendi, R Martínez, E Maqueda, O Garnica, ... medRxiv, 2020.09. 03.20186940, 2020 | | 2020 |
Jose Manuel VelascoComplutense University of Madrid, Spain在 ucm.es 的电子邮件经过验证
