| Artificial intelligence for diabetes management and decision support: literature review I Contreras, J Vehi Journal of medical Internet research 20 (5), e10775, 2018 | 689 | 2018 |
| Machine learning techniques for hypoglycemia prediction: trends and challenges O Mujahid, I Contreras, J Vehi Sensors 21 (2), 546, 2021 | 107 | 2021 |
| Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning J Vehí, I Contreras, S Oviedo, L Biagi, A Bertachi Health informatics journal 26 (1), 703-718, 2020 | 105 | 2020 |
| Prediction of nocturnal hypoglycemia in adults with type 1 diabetes under multiple daily injections using continuous glucose monitoring and physical activity monitor A Bertachi, C Viñals, L Biagi, I Contreras, J Vehí, I Conget, M Giménez Sensors 20 (6), 1705, 2020 | 100 | 2020 |
| Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models I Contreras, S Oviedo, M Vettoretti, R Visentin, J Vehí PloS one 12 (11), e0187754, 2017 | 98 | 2017 |
| Prediction of blood glucose levels and nocturnal hypoglycemia using physiological models and artificial neural networks. A Bertachi, L Biagi, I Contreras, N Luo, J Vehí KDH@ IJCAI, 85-90, 2018 | 90 | 2018 |
| Risk-based postprandial hypoglycemia forecasting using supervised learning S Oviedo, I Contreras, C Quirós, M Giménez, I Conget, J Vehi International journal of medical informatics 126, 1-8, 2019 | 59 | 2019 |
| Using grammatical evolution to generate short-term blood glucose prediction models. I Contreras, A Bertachi, L Biagi, J Vehí, S Oviedo KDH@ IJCAI, 91-96, 2018 | 39 | 2018 |
| A machine learning approach to minimize nocturnal hypoglycemic events in type 1 diabetic patients under multiple doses of insulin A Parcerisas, I Contreras, A Delecourt, A Bertachi, A Beneyto, I Conget, ... Sensors 22 (4), 1665, 2022 | 36 | 2022 |
| Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques S Oviedo, I Contreras, A Bertachi, C Quirós, M Giménez, I Conget, J Vehi Computer methods and programs in biomedicine 178, 175-180, 2019 | 34 | 2019 |
| Generation of individualized synthetic data for augmentation of the type 1 diabetes data sets using deep learning models J Noguer, I Contreras, O Mujahid, A Beneyto, J Vehi Sensors 22 (13), 4944, 2022 | 29 | 2022 |
| Impact of use frequency of a mobile diabetes management app on blood glucose control: evaluation study J Vehi, JR Isern, A Parcerisas, R Calm, I Contreras JMIR mHealth and uHealth 7 (3), e11933, 2019 | 29 | 2019 |
| The effects of environmental factors on general human health: A scoping review A Sundas, I Contreras, O Mujahid, A Beneyto, J Vehi Healthcare 12 (21), 2123, 2024 | 27 | 2024 |
| Matching island topologies to problem structure in parallel evolutionary algorithms I Arnaldo, I Contreras, D Millán-Ruiz, JI Hidalgo, N Krasnogor Soft Computing 17 (7), 1209-1225, 2013 | 27 | 2013 |
| A GA combining technical and fundamental analysis for trading the stock market I Contreras, JI Hidalgo, L Núñez-Letamendia European Conference on the Applications of Evolutionary Computation, 174-183, 2012 | 27 | 2012 |
| Profiling intra-patient type I diabetes behaviors I Contreras, C Quirós, M Giménez, I Conget, J Vehi Computer methods and programs in biomedicine 136, 131-141, 2016 | 25 | 2016 |
| Artificial Intelligence in Precision Health: From Concept to Applications D Barh Elsevier - Academic Press, 2020 | 22 | 2020 |
| Using a gpu-cpu architecture to speed up a ga-based real-time system for trading the stock market I Contreras, Y Jiang, JI Hidalgo, L Núñez-Letamendia Soft Computing 16 (2), 203-215, 2012 | 21 | 2012 |
| The impact of missing continuous blood glucose samples on machine learning models for predicting postprandial hypoglycemia: An experimental analysis NU Rehman, I Contreras, A Beneyto, J Vehi Mathematics 12 (10), 1567, 2024 | 16 | 2024 |
| Heart rate variability over the decades: a scoping review A Sundas, I Contreras, J Navarro-Otano, J Soler, A Beneyto, J Vehi PeerJ 13, e19347, 2025 | 14 | 2025 |
Josep VehiFull Professor of Control and Biomedical Engineering, University of Girona, SpainVerified email at udg.edu
