Josep Vehi

Professor

Universitat de Girona

Spain

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Articles (15)

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2024

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2024

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2024

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2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2021

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2021

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2021

Collaborators (5)

Josep Antoni Martín-Fernández

Professor Doctor

Universitat de Girona

SPAIN

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Jorge Bondia

Associate Professor from 2007. Accreditation to Full Professor in 2015)

Universitat Politècnica de València

SPAIN

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Peter G. Jacobs

Oregon Health & Science University

UNITED STATES

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Ali Cinar

Professor and Director

Illinois Institute of Technology

UNITED STATES

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Konstantina S. Nikita

National Technical University of Athens

GREECE

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Josep Vehi

Research Interests

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Articles (15)

Artificial Intelligence and Machine Learning for Improving Glycemic Control in Diabetes: Best Practices, Pitfalls, and Opportunities

The Impact of Missing Continuous Blood Glucose Samples on Machine Learning Models for Predicting Postprandial Hypoglycemia: An Experimental Analysis

Generative deep learning for the development of a type 1 diabetes simulator

Validation of a Probabilistic Prediction Model for Patients with Type 1 Diabetes Using Compositional Data Analysis

Intermittent closed-loop blood glucose control for people with type 1 diabetes on multiple daily injections

Individualized Prediction of Blood Glucose Outcomes Using Compositional Data Analysis

Active Labeling Correction of Mealtimes and the Appearance of Types of Carbohydrates in Type 1 Diabetes Information Records

Bolus Insulin calculation without meal information. A reinforcement learning approach

Conditional Synthesis of Blood Glucose Profiles for T1D Patients Using Deep Generative Models

A simulator with realistic and challenging scenarios for virtual T1D patients undergoing CSII and MDI therapy

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

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

Fault Tolerant Strategies for Automated Insulin Delivery Considering the Human Component: Current and Future Perspectives

A Hybrid Automata Approach for Monitoring the Patient in the Loop in Artificial Pancreas Systems

Marks: A New Interval Tool for Uncertainty, Vagueness and Indiscernibility

Collaborators (5)

Josep Antoni Martín-Fernández

Jorge Bondia

Peter G. Jacobs

Ali Cinar

Konstantina S. Nikita

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