Josep Vehí

Orcid: 0000-0001-6884-9789

According to our database1, Josep Vehí authored at least 69 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An ensemble machine learning approach for the detection of unannounced meals to enhance postprandial glucose control.
Comput. Biol. Medicine, 2024

2023
Intermittent closed-loop blood glucose control for people with type 1 diabetes on multiple daily injections.
Comput. Methods Programs Biomed., June, 2023

2022
A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin.
Sensors, 2022

Generation of Individualized Synthetic Data for Augmentation of the Type 1 Diabetes Data Sets Using Deep Learning Models.
Sensors, 2022

A simulator with realistic and challenging scenarios for virtual T1D patients undergoing CSII and MDI therapy.
J. Biomed. Informatics, 2022

Bolus Insulin calculation without meal information. A reinforcement learning approach.
Artif. Intell. Medicine, 2022

2021
Machine Learning Techniques for Hypoglycemia Prediction: Trends and Challenges.
Sensors, 2021

Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach.
Sensors, 2021

A Hybrid Automata Approach for Monitoring the Patient in the Loop in Artificial Pancreas Systems.
Sensors, 2021

2020
Detection and Control of Unannounced Exercise in the Artificial Pancreas Without Additional Physiological Signals.
IEEE J. Biomed. Health Informatics, 2020

A New Blood Glucose Control Scheme for Unannounced Exercise in Type 1 Diabetic Subjects.
IEEE Trans. Control. Syst. Technol., 2020

Prediction of Nocturnal Hypoglycemia in Adults with Type 1 Diabetes under Multiple Daily Injections Using Continuous Glucose Monitoring and Physical Activity Monitor.
Sensors, 2020

Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning.
Health Informatics J., 2020

2019
Long-Term Glucose Forecasting Using a Physiological Model and Deconvolution of the Continuous Glucose Monitoring Signal.
Sensors, 2019

Risk-based postprandial hypoglycemia forecasting using supervised learning.
Int. J. Medical Informatics, 2019

Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information.
CoRR, 2019

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., 2019

2018
River Ter.
Dataset, November, 2018

Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring.
Sensors, 2018

Postprandial fuzzy adaptive strategy for a hybrid proportional derivative controller for the artificial pancreas.
Medical Biol. Eng. Comput., 2018

Open-loop glucose control: Automatic IOB-based super-bolus feature for commercial insulin pumps.
Comput. Methods Programs Biomed., 2018

Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models.
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

Compositional Data Analysis of Type 1 Diabetes Data.
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

Prediction of Blood Glucose Levels And Nocturnal Hypoglycemia Using Physiological Models and Artificial Neural Networks.
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

2017
Modeling the Error of the Medtronic Paradigm Veo Enlite Glucose Sensor.
Sensors, 2017

Adaptive Workflows for Diabetes Management: Self-Management Assistant and Remote Treatment for Diabetes.
Proceedings of the pHealth 2017, 2017

A Hybrid Clustering Prediction for Type 1 Diabetes Aid: Towards Decision Support Systems Based upon Scenario Profile Analysis.
Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016
Profiling intra-patient type I diabetes behaviors.
Comput. Methods Programs Biomed., 2016

PFA toolbox: a MATLAB tool for Metabolic Flux Analysis.
BMC Syst. Biol., 2016

2015
Postprandial response improvement via safety layer in closed-loop blood glucose controllers.
Biomed. Signal Process. Control., 2015

Emotions and Diabetes.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

2014
Postprandial performance of Dexcom<sup>®</sup> SEVEN® PLUS and Medtronic<sup>®</sup> Paradigm<sup>®</sup> Veo™: Modeling and statistical analysis.
Biomed. Signal Process. Control., 2014

Identification of intra-patient variability in the postprandial response of patients with type 1 diabetes.
Biomed. Signal Process. Control., 2014

Validation of an FBA model for Pichia pastoris in chemostat cultures.
BMC Syst. Biol., 2014

2013
Adaptive Calibration Algorithm for Plasma Glucose Estimation in Continuous Glucose Monitoring.
IEEE J. Biomed. Health Informatics, 2013

Safety Auxiliary Feedback Element for the Artificial Pancreas in Type 1 Diabetes.
IEEE Trans. Biomed. Eng., 2013

Detection of Correct and Incorrect Measurements in Real-Time Continuous Glucose Monitoring Systems by Applying a Postprocessing Support Vector Machine.
IEEE Trans. Biomed. Eng., 2013

Postprandial blood glucose control using a hybrid adaptive PD controller with insulin-on-board limitation.
Biomed. Signal Process. Control., 2013

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., 2013

2012
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., 2012

Insulin dosage optimization based on prediction of postprandial glucose excursions under uncertain parameters and food intake.
Comput. Methods Programs Biomed., 2012

2011
Calculation of the Best Basal-Bolus Combination for Postprandial Glucose Control in Insulin Pump Therapy.
IEEE Trans. Biomed. Eng., 2011

Comparison of interval and Monte Carlo simulation for the prediction of postprandial glucose under uncertainty in type 1 diabetes mellitus.
Comput. Methods Programs Biomed., 2011

A new virtual environment for testing and hardware implementation of closed-loop control algorithms in the artificial pancreas.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Estimating Plasma Glucose from Interstitial Glucose: The Issue of Calibration Algorithms in Commercial Continuous Glucose Monitoring Devices.
Sensors, 2010

A Learning System for Error Detection in Subcutaneous Continuous Glucose Measurement using Support Vector Machines.
Proceedings of the IEEE International Conference on Control Applications, 2010

2009
SQualTrack: A Tool for Robust Fault Detection.
IEEE Trans. Syst. Man Cybern. Part B, 2009

A numerical approach to design control invariant sets for constrained nonlinear discrete-time systems with guaranteed optimality.
J. Glob. Optim., 2009

2007
Dynamic diagnosis based on interval analytical redundancy relations and signs of the symptoms.
AI Commun., 2007

Efficient Ray Tracing Using Interval Analysis.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Introspection on control-grounded capabilities - a task allocation study case in robot soccer.
Proceedings of the ICINCO 2007, 2007

Guaranteed Adaptive Antialiasing Using Interval Arithmetic.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
Non-destructive Testing for Assessing Structures by Using Soft-Computing.
Proceedings of the Artificial Neural Networks, 2006

Improving the Interval Ray Tracing of Implicit Surfaces.
Proceedings of the Advances in Computer Graphics, 2006

2005
Quantified Set Inversion Algorithm with Applications to Control.
Reliab. Comput., 2005

Self-knowledge based on the atomic capabilities concept - a perspective to achieve sure commitments among physical agents.
Proceedings of the ICINCO 2005, 2005

Studies about the atomic capabilities concept for linear control systems in physical multi-agent environments.
Proceedings of the CIRA 2005, 2005

A hybrid system combining Self Organizing Maps with Case Based Reasoning in Structural Assessment.
Proceedings of the Artificial Intelligence Research and Development, 2005

Experimental Verification of a Backstepping Controller for Magnetorheological MR Dampers in Structural Control.
Proceedings of the Intelligent Control, 2005

2004
Active control of structures with uncertain coupled subsystems and actuator dynamics.
Proceedings of the 2004 American Control Conference, 2004

2003
Semiactive control of base isolated structures with actuator dynamics.
Proceedings of the 7th European Control Conference, 2003

Sliding mode control of structures with uncertain coupled subsystems and actuator dynamics.
Proceedings of the 7th European Control Conference, 2003

2002
Detección de los Fallos en Procesos Reales Basada en Modelos Intervalares y Múltiples Ventanas Temporales Deslizantes.
Computación y Sistemas, 2002

2001
Application of Modal Intervals to the Generation of Error-Bounded Envelopes.
Reliab. Comput., 2001

Composite semiactive control of a class of seismically excited structures.
J. Frankl. Inst., 2001

2000
Analysis of the Robustness of Predictive Controllers via Modal Intervals.
Reliab. Comput., 2000

Output feedback sliding mode control of base isolated structures.
J. Frankl. Inst., 2000

1999
Interval Workshop MISC'99.
Reliab. Comput., 1999

1997
Soccer team based on agent-oriented programming.
Robotics Auton. Syst., 1997


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