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
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
Validation of a Probabilistic Prediction Model for Patients with Type 1 Diabetes Using Compositional Data Analysis
Cabrera, Alvis, Biagi, Lyvia, Beneyto, Aleix, Estremera, Ernesto, Contreras, Iván, Giménez, Marga, Conget, Ignacio, Bondia, Jorge, Martín-Fernández, Josep Antoni, Vehí, Josep
Published in Mathematics (Basel) (01.03.2023)
Published in Mathematics (Basel) (01.03.2023)
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Journal Article
Bolus Insulin calculation without meal information. A reinforcement learning approach
Ahmad, Sayyar, Beneyto, Aleix, Contreras, Ivan, Vehi, Josep
Published in Artificial intelligence in medicine (01.12.2022)
Published in Artificial intelligence in medicine (01.12.2022)
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