An automatic deep reinforcement learning bolus calculator for automated insulin delivery systems
Ahmad, Sayyar, Beneyto, Aleix, Zhu, Taiyu, Contreras, Ivan, Georgiou, Pantelis, Vehi, Josep
Published in Scientific reports (02.07.2024)
Published in Scientific reports (02.07.2024)
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Journal Article
A Hybrid Automata Approach for Monitoring the Patient in the Loop in Artificial Pancreas Systems
Beneyto, Aleix, Puig, Vicenç, Bequette, B. Wayne, Vehi, Josep
Published in Sensors (Basel, Switzerland) (27.10.2021)
Published in Sensors (Basel, Switzerland) (27.10.2021)
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Journal Article
Generative deep learning for the development of a type 1 diabetes simulator
Mujahid, Omer, Contreras, Ivan, Beneyto, Aleix, Vehi, Josep
Published in Communications medicine (16.03.2024)
Published in Communications medicine (16.03.2024)
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Journal Article
A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin
Parcerisas, Adrià, Contreras, Ivan, Delecourt, Alexia, Bertachi, Arthur, Beneyto, Aleix, Conget, Ignacio, Viñals, Clara, Giménez, Marga, Vehi, Josep
Published in Sensors (Basel, Switzerland) (01.02.2022)
Published in Sensors (Basel, Switzerland) (01.02.2022)
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Journal Article
Conditional Synthesis of Blood Glucose Profiles for T1D Patients Using Deep Generative Models
Mujahid, Omer, Contreras, Ivan, Beneyto, Aleix, Conget, Ignacio, Giménez, Marga, Vehi, Josep
Published in Mathematics (Basel) (01.10.2022)
Published in Mathematics (Basel) (01.10.2022)
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Journal Article
Generation of Virtual Patient Populations That Represent Real Type 1 Diabetes Cohorts
Ahmad, Sayyar, Ramkissoon, Charrise M., Beneyto, Aleix, Conget, Ignacio, Giménez, Marga, Vehi, Josep
Published in Mathematics (Basel) (01.06.2021)
Published in Mathematics (Basel) (01.06.2021)
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Journal Article
Marks: A New Interval Tool for Uncertainty, Vagueness and Indiscernibility
Sainz, Miguel A., Calm, Remei, Jorba, Lambert, Contreras, Ivan, Vehi, Josep
Published in Mathematics (Basel) (01.09.2021)
Published in Mathematics (Basel) (01.09.2021)
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Journal Article
Optimizing Noninvasive Vagus Nerve Stimulation for Systemic Lupus Erythematosus: Protocol for a Multicenter Randomized Controlled Trial
Contreras, Ivan, Navarro-Otano, Judith, Rodríguez-Pintó, Ignasi, Güemes, Amparo, Alves, Eduarda, Rios-Garcés, Roberto, Espinosa, Gerard, Alejaldre, Aida, Beneyto, Aleix, Ramkissoon, Charrise Mary, Vehi, Josep, Cervera, Ricard
Published in JMIR research protocols (13.10.2023)
Published in JMIR research protocols (13.10.2023)
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Journal Article
Combining Grammatical Evolution with Modal Interval Analysis: An Application to Solve Problems with Uncertainty
Contreras, Ivan, Calm, Remei, Sainz, Miguel A., Herrero, Pau, Vehi, Josep
Published in Mathematics (Basel) (01.03.2021)
Published in Mathematics (Basel) (01.03.2021)
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Journal Article
Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models
Contreras, Iván, Oviedo, Silvia, Vettoretti, Martina, Visentin, Roberto, Vehí, Josep
Published in PloS one (07.11.2017)
Published in PloS one (07.11.2017)
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Journal Article
Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring
Ramkissoon, Charrise M, Herrero, Pau, Bondia, Jorge, Vehi, Josep
Published in Sensors (Basel, Switzerland) (16.03.2018)
Published in Sensors (Basel, Switzerland) (16.03.2018)
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Journal Article
Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor
Bertachi, Arthur, Viñals, Clara, Biagi, Lyvia, Contreras, Ivan, Vehí, Josep, Conget, Ignacio, Giménez, Marga
Published in Sensors (Basel, Switzerland) (19.03.2020)
Published in Sensors (Basel, Switzerland) (19.03.2020)
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