Josep Vehí

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 28

Top Topics

Hybrid Automata

Decision Support System

Statistical Analysis

Top Venues

Comput. Methods Programs Biomed.

Biomed. Signal Process. Control.

Publications

Muhammad Ibrahim, Aleix Beneyto, Iván Contreras, Josep Vehí
An ensemble machine learning approach for the detection of unannounced meals to enhance postprandial glucose control. Comput. Biol. Medicine 171 (2024)
Ernesto Estremera, Aleix Beneyto, Alvis Cabrera, Iván Contreras, Josep Vehí
Intermittent closed-loop blood glucose control for people with type 1 diabetes on multiple daily injections. Comput. Methods Programs Biomed. 236 (2023)
Ernesto Estremera, Alvis Cabrera, Aleix Beneyto, Josep Vehí
A simulator with realistic and challenging scenarios for virtual T1D patients undergoing CSII and MDI therapy. J. Biomed. Informatics 132 (2022)
Sayyar Ahmad, Aleix Beneyto, Iván Contreras, Josep Vehí
Bolus Insulin calculation without meal information. A reinforcement learning approach. Artif. Intell. Medicine 134 (2022)
Adrià Parcerisas, Iván Contreras, Alexia Delecourt, Arthur Bertachi, Aleix Beneyto, Ignacio Conget, Clara Viñals, Marga Giménez, Josep Vehí
A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin. Sensors 22 (4) (2022)
Josep Noguer, Iván Contreras, Omer Mujahid, Aleix Beneyto, Josep Vehí
Generation of Individualized Synthetic Data for Augmentation of the Type 1 Diabetes Data Sets Using Deep Learning Models. Sensors 22 (13) (2022)
Omer Mujahid, Iván Contreras, Josep Vehí
Machine Learning Techniques for Hypoglycemia Prediction: Trends and Challenges. Sensors 21 (2) (2021)
Lyvia Biagi, Arthur Bertachi, Marga Giménez, Ignacio Conget, Jorge Bondia, Josep-Antoni Martín-Fernández, Josep Vehí
Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach. Sensors 21 (11) (2021)
Aleix Beneyto, Vicenç Puig, B. Wayne Bequette, Josep Vehí
A Hybrid Automata Approach for Monitoring the Patient in the Loop in Artificial Pancreas Systems. Sensors 21 (21) (2021)
Aleix Beneyto, Arthur Bertachi, Jorge Bondia, Josep Vehí
A New Blood Glucose Control Scheme for Unannounced Exercise in Type 1 Diabetic Subjects. IEEE Trans. Control. Syst. Technol. 28 (2) (2020)
Charrise Mary Ramkissoon, Arthur Bertachi, Aleix Beneyto, Jorge Bondia, Josep Vehí
Detection and Control of Unannounced Exercise in the Artificial Pancreas Without Additional Physiological Signals. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Josep Vehí, Iván Contreras, Silvia Oviedo, Lyvia Biagi, Arthur Bertachi
Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning. Health Informatics J. 26 (1) (2020)
Arthur Bertachi, Clara Viñals, Lyvia Biagi, Iván Contreras, Josep Vehí, Ignacio Conget, Marga Giménez
Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor. Sensors 20 (6) (2020)
Silvia Oviedo, Iván Contreras, Arthur Bertachi, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques. Comput. Methods Programs Biomed. 178 (2019)
Chengyuan Liu, Josep Vehí, Nick Oliver, Pantelis Georgiou, Pau Herrero
Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information. CoRR (2019)
Silvia Oviedo, Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Risk-based postprandial hypoglycemia forecasting using supervised learning. Int. J. Medical Informatics 126 (2019)
Chengyuan Liu, Josep Vehí, Parizad Avari, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero
Long-Term Glucose Forecasting Using a Physiological Model and Deconvolution of the Continuous Glucose Monitoring Signal. Sensors 19 (19) (2019)
Iván Contreras, Arthur Bertachi, Lyvia Biagi, Josep Vehí, Silvia Oviedo
Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models. KHD@IJCAI (2018)
Aleix Beneyto, Josep Vehí
Postprandial fuzzy adaptive strategy for a hybrid proportional derivative controller for the artificial pancreas. Medical Biol. Eng. Comput. 56 (11) (2018)
Charrise Mary Ramkissoon, Pau Herrero, Jorge Bondia, Josep Vehí
Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring. Sensors 18 (3) (2018)
Nicolás Rosales, Hernán De Battista, Josep Vehí, Fabricio Garelli
Open-loop glucose control: Automatic IOB-based super-bolus feature for commercial insulin pumps. Comput. Methods Programs Biomed. 159 (2018)
Arthur Bertachi, Lyvia Biagi, Iván Contreras, Ningsu Luo, Josep Vehí
Prediction of Blood Glucose Levels And Nocturnal Hypoglycemia Using Physiological Models and Artificial Neural Networks. KHD@IJCAI (2018)
Lyvia Biagi, Josep Antoni Martin-Fernandex, Josep Vehí
Compositional Data Analysis of Type 1 Diabetes Data. KHD@IJCAI (2018)
Iván Contreras, Stephan Kiefer, Josep Vehí
Adaptive Workflows for Diabetes Management: Self-Management Assistant and Remote Treatment for Diabetes. pHealth (2017)
Lyvia Biagi, Charrise Mary Ramkissoon, Andrea Facchinetti, Yenny Leal, Josep Vehí
Modeling the Error of the Medtronic Paradigm Veo Enlite Glucose Sensor. Sensors 17 (6) (2017)
Iván Contreras, Josep Vehí, Roberto Visentin, Martina Vettoretti
A Hybrid Clustering Prediction for Type 1 Diabetes Aid: Towards Decision Support Systems Based upon Scenario Profile Analysis. CHASE (2017)
Yeimy Morales, Gabriel Bosque, Josep Vehí, Jesús Picó, Francisco Llaneras
PFA toolbox: a MATLAB tool for Metabolic Flux Analysis. BMC Syst. Biol. 10 (2016)
Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí
Profiling intra-patient type I diabetes behaviors. Comput. Methods Programs Biomed. 136 (2016)
Charrise Mary Ramkissoon, Josep Vehí
Emotions and Diabetes. IWBBIO (2) (2015)
Fabian León-Vargas, Fabricio Garelli, Hernán De Battista, Josep Vehí
Postprandial response improvement via safety layer in closed-loop blood glucose controllers. Biomed. Signal Process. Control. 16 (2015)
Alejandro J. Laguna, Paolo Rossetti, F. Javier Ampudia-Blasco, Josep Vehí, Jorge Bondia
Identification of intra-patient variability in the postprandial response of patients with type 1 diabetes. Biomed. Signal Process. Control. 12 (2014)
Alejandro J. Laguna, Paolo Rossetti, F. Javier Ampudia-Blasco, Josep Vehí, Jorge Bondia
Veo™: Modeling and statistical analysis. Biomed. Signal Process. Control. 10 (2014)
Yeimy Morales, Marta Tortajada, Jesús Picó, Josep Vehí, Francisco Llaneras
Validation of an FBA model for Pichia pastoris in chemostat cultures. BMC Syst. Biol. 8 (2014)
Yenny Leal, Magda Ruiz, Carol Lorencio, Jorge Bondia, Luis Eduardo Mujica, Josep Vehí
Principal component analysis in combination with case-based reasoning for detecting therapeutically correct and incorrect measurements in continuous glucose monitoring systems. Biomed. Signal Process. Control. 8 (6) (2013)
Yenny Leal, Luis González Abril, Carol Lorencio, Jorge Bondia, Josep Vehí
Detection of Correct and Incorrect Measurements in Real-Time Continuous Glucose Monitoring Systems by Applying a Postprocessing Support Vector Machine. IEEE Trans. Biomed. Eng. 60 (7) (2013)
A. Revert, Fabricio Garelli, Jesús Picó, Hernán De Battista, Paolo Rossetti, Josep Vehí, Jorge Bondia
Safety Auxiliary Feedback Element for the Artificial Pancreas in Type 1 Diabetes. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Fátima Barceló-Rico, José-Luis Díez, Paolo Rossetti, Josep Vehí, Jorge Bondia
Adaptive Calibration Algorithm for Plasma Glucose Estimation in Continuous Glucose Monitoring. IEEE J. Biomed. Health Informatics 17 (3) (2013)
Fabian León-Vargas, Fabricio Garelli, Hernán De Battista, Josep Vehí
Postprandial blood glucose control using a hybrid adaptive PD controller with insulin-on-board limitation. Biomed. Signal Process. Control. 8 (6) (2013)
Maira García-Jaramillo, Remei Calm, Jorge Bondia, Cristina Tarín, Josep Vehí
Insulin dosage optimization based on prediction of postprandial glucose excursions under uncertain parameters and food intake. Comput. Methods Programs Biomed. 105 (1) (2012)
Maira García-Jaramillo, Remei Calm, Jorge Bondia, Josep Vehí
Prediction of postprandial blood glucose under uncertainty and intra-patient variability in type 1 diabetes: A comparative study of three interval models. Comput. Methods Programs Biomed. 108 (1) (2012)
Remei Calm, Maira García-Jaramillo, Jorge Bondia, Miguel Ángel Sainz, Josep Vehí
Comparison of interval and Monte Carlo simulation for the prediction of postprandial glucose under uncertainty in type 1 diabetes mellitus. Comput. Methods Programs Biomed. 104 (3) (2011)
Fabian León-Vargas, G. Prados, Jorge Bondia, Josep Vehí
A new virtual environment for testing and hardware implementation of closed-loop control algorithms in the artificial pancreas. EMBC (2011)
A. Revert, Remei Calm, Josep Vehí, Jorge Bondia
Calculation of the Best Basal-Bolus Combination for Postprandial Glucose Control in Insulin Pump Therapy. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Cristina Tarín, Lara Traver, Jorge Bondia, Josep Vehí
A Learning System for Error Detection in Subcutaneous Continuous Glucose Measurement using Support Vector Machines. CCA (2010)
Paolo Rossetti, Jorge Bondia, Josep Vehí, Carmine G. Fanelli
Estimating Plasma Glucose from Interstitial Glucose: The Issue of Calibration Algorithms in Commercial Continuous Glucose Monitoring Devices. Sensors 10 (12) (2010)
Jian Wan, Josep Vehí, Ningsu Luo
A numerical approach to design control invariant sets for constrained nonlinear discrete-time systems with guaranteed optimality. J. Glob. Optim. 44 (3) (2009)
Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero, Esteban R. Gelso
SQualTrack: A Tool for Robust Fault Detection. IEEE Trans. Syst. Man Cybern. Part B 39 (2) (2009)
Jorge Flórez, Mateu Sbert, Miguel Ángel Sainz, Josep Vehí
Guaranteed Adaptive Antialiasing Using Interval Arithmetic. International Conference on Computational Science (2) (2007)
Christian G. Quintero, Salvador Ibarra-Martínez, Josep Lluís de la Rosa, Josep Vehí
Introspection on control-grounded capabilities - a task allocation study case in robot soccer. ICINCO-RA (2) (2007)
Gabriela Calderón-Espinoza, Joaquim Armengol, Josep Vehí, Esteban R. Gelso
Dynamic diagnosis based on interval analytical redundancy relations and signs of the symptoms. AI Commun. 20 (1) (2007)
Jorge Flórez, Mateu Sbert, Miguel Ángel Sainz, Josep Vehí
Efficient Ray Tracing Using Interval Analysis. PPAM (2007)
Luis Eduardo Mujica, Josep Vehí, José Rodellar
Non-destructive Testing for Assessing Structures by Using Soft-Computing. ICANN (2) (2006)
Jorge Flórez, Mateu Sbert, Miguel Ángel Sainz, Josep Vehí
Improving the Interval Ray Tracing of Implicit Surfaces. Computer Graphics International (2006)
Christian G. Quintero M., Josep Lluís de la Rosa, Josep Vehí
Studies about the atomic capabilities concept for linear control systems in physical multi-agent environments. CIRA (2005)
Luis Eduardo Mujica, Josep Vehí, José Rodellar
A hybrid system combining Self Organizing Maps with Case Based Reasoning in Structural Assessment. CCIA (2005)
Rodolfo Villamizar, Ningsu Luo, Shirley J. Dyke, Josep Vehí
Experimental Verification of a Backstepping Controller for Magnetorheological MR Dampers in Structural Control. ISIC (2005)
Christian G. Quintero, Josep Lluís de la Rosa, Josep Vehí
Self-knowledge based on the atomic capabilities concept - a perspective to achieve sure commitments among physical agents. ICINCO (2005)
Pau Herrero, Miguel Ángel Sainz, Josep Vehí, Luc Jaulin
Quantified Set Inversion Algorithm with Applications to Control. Reliab. Comput. 11 (5) (2005)
Ningsu Luo, Rodolfo Villamizar, José Rodellar, Josep Vehí
Active control of structures with uncertain coupled subsystems and actuator dynamics. ACC (2004)
Ningsu Luo, Rodolfo Villamizar, Josep Vehí, José Rodellar, Víctor Mañosa
Sliding mode control of structures with uncertain coupled subsystems and actuator dynamics. ECC (2003)
Rodolfo Villamizar, Ningsu Luo, Josep Vehí, José Rodellar
Semiactive control of base isolated structures with actuator dynamics. ECC (2003)
Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero
Detección de los Fallos en Procesos Reales Basada en Modelos Intervalares y Múltiples Ventanas Temporales Deslizantes. Computación y Sistemas 6 (2) (2002)
Joaquim Armengol, Josep Vehí, Louise Travé-Massuyès, Miguel Ángel Sainz
Application of Modal Intervals to the Generation of Error-Bounded Envelopes. Reliab. Comput. 7 (2) (2001)
Ningsu Luo, José Rodellar, Josep Vehí, Manuel de la Sen
Composite semiactive control of a class of seismically excited structures. J. Frankl. Inst. 338 (2-3) (2001)
Josep Vehí, José Rodellar, Miguel Ángel Sainz, Joaquim Armengol
Analysis of the Robustness of Predictive Controllers via Modal Intervals. Reliab. Comput. 6 (3) (2000)
Ningsu Luo, José Rodellar, Manuel de la Sen, Josep Vehí
Output feedback sliding mode control of base isolated structures. J. Frankl. Inst. 337 (5) (2000)
Josep Vehí
Interval Workshop MISC'99. Reliab. Comput. 5 (2) (1999)
Josep Lluís de la Rosa, Albert Oller, Josep Vehí, Josep Puyol-Gruart
Soccer team based on agent-oriented programming. Robotics Auton. Syst. 21 (2) (1997)