Pau Herrero

According to our database, Pau Herrero authored at least 50 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks.

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, October, 2023

IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing.

Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou

IEEE Internet Things J., March, 2023

Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning.

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE Trans. Biomed. Eng., 2023

2022

A Multitask Learning Approach to Personalized Blood Glucose Prediction.

John Daniels, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2022

A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems.

John Daniels, Pau Herrero, Pantelis Georgiou

Sensors, 2022

Enhancing self-management in type 1 diabetes with wearables and deep learning.

Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou

npj Digit. Medicine, 2022

2021

Deep Learning for Diabetes: A Systematic Review.

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2021

Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation.

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2021

Is a cloud-based platform useful for diabetes management in Colombia? The Tidepool experience.

Fabian León-Vargas, Clare Martin, Maira García-Jaramillo, Arantza Aldea, Yenny Leal, Pau Herrero, Angie K. Reyes, Diana Henao, Ana María Gomez

Comput. Methods Programs Biomed., 2021

Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge.

Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI.

Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2020

GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.

Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2020

Convolutional Recurrent Neural Networks for Glucose Prediction.

Kezhi Li, John Daniels, Chengyuan Liu, Pau Herrero, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2020

Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.

Amparo Güemes, Giacomo Cappon, Bernard Hernandez, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero

IEEE J. Biomed. Health Informatics, 2020

An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning.

Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou

Sensors, 2020

Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes.

Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou

J. Heal. Informatics Res., 2020

Visualizing Usage Data from a Diabetes Management System.

David A. Duce, Clare Martin, Alex Russell, Dan Brown, Arantza Aldea, Bedour Alshaigy, Rachel Harrison, Marion Waite, Yenny Leal, Marzena Wos, Mercè Fernandez-Balsells, José Manuel Fernández Real, Lucian Nita, Beatriz López, Joaquim Massana, Parizad Avari, Pau Herrero, Narvada Jugnee, Nick Oliver, Monika Reddy

Proceedings of the Computer Graphics & Visual Computing, 2020

Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks.

Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

Personalised Glucose Prediction via Deep Multitask Networks.

John Daniels, Pau Herrero, Pantelis Georgiou

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

2019

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

Chengyuan Liu, Josep Vehí, Parizad Avari, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero

Sensors, 2019

Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept.

Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Pantelis Georgiou, Pau Herrero

Sensors, 2019

Modeling the effect of the cephalic phase of insulin secretion on glucose metabolism.

Amparo Güemes, Pau Herrero, Jorge Bondia, Pantelis Georgiou

Medical Biol. Eng. Comput., 2019

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

Chengyuan Liu, Josep Vehí, Nick Oliver, Pantelis Georgiou, Pau Herrero

CoRR, 2019

Coordinated dual-hormone artificial pancreas with parallel control structure.

Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Pantelis Georgiou, Jorge Bondia

Comput. Chem. Eng., 2019

A Novel Glucose Controller using Insulin Sensitivity Modulation for Management of Type 1 Diabetes.

Amparo Güemes, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation.

Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Jorge Bondia

Proceedings of the 2019 American Control Conference, 2019

2018

Closed-Loop Control for Precision Antimicrobial Delivery: An In Silico Proof-of-Concept.

Pau Herrero, Timothy M. Rawson, Akash Philip, Luke Stephen Prockter Moore, Alison H. Holmes, Pantelis Georgiou

IEEE Trans. Biomed. Eng., 2018

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

Charrise Mary Ramkissoon, Pau Herrero, Jorge Bondia, Josep Vehí

Sensors, 2018

Convolutional Recurrent Neural Networks for Blood Glucose Prediction.

Kezhi Li, John Daniels, Pau Herrero Viñas, Chengyuan Liu, Pantelis Georgiou

CoRR, 2018

Special section on artificial intelligence for diabetes.

Beatriz López, Clare Martin, Pau Herrero Viñas

Artif. Intell. Medicine, 2018

A Portable Low-Power Platform for Ambulatory Closed Loop Control of Blood Glucose in Type 1 Diabetes.

Mohamed Fayez El-Sharkawy, John Daniels, Peter Pesl, Monika Reddy, Nick Oliver, Pau Herrero, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Deep Learning Algorithm for Personalized Blood Glucose Prediction.

Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou

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

Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration.

Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou

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

Supervised learning for infection risk inference using pathology data.

Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Benjamin Evans, Christofer Toumazou, Alison H. Holmes, Pantelis Georgiou

BMC Medical Informatics Decis. Mak., 2017

Enhancing automatic closed-loop glucose control in type 1 diabetes with an adaptive meal bolus calculator - in silico evaluation under intra-day variability.

Pau Herrero, Jorge Bondia, Oloruntoba Adewuyi, Peter Pesl, Mohamed Fayez El-Sharkawy, Monika Reddy, Chris Toumazou, Nick Oliver, Pantelis Georgiou

Comput. Methods Programs Biomed., 2017

Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations.

Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Esmita Charani, Alison H. Holmes, Pantelis Georgiou

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

An Advanced Bolus Calculator for Type 1 Diabetes: System Architecture and Usability Results.

Peter Pesl, Pau Herrero, Monika Reddy, Maria Xenou, Nick Oliver, Desmond Johnston, Christofer Toumazou, Pantelis Georgiou

IEEE J. Biomed. Health Informatics, 2016

Live demonstration: Smartwatch implementation of an advanced insulin bolus calculator for diabetes.

Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Christofer Toumazou, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library.

Pau Herrero, Mohamed Fayez El-Sharkawy, Peter Pesl, Bernard Hernandez, Lorraine Choi, Osama M. Awara, Yu Lee, Jian Lim, Mohamed M. Yusof, Aaron Sheah, Liyangyi Yu, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015

Advanced Insulin Bolus Advisor Based on Run-To-Run Control and Case-Based Reasoning.

Pau Herrero, Peter Pesl, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou

IEEE J. Biomed. Health Informatics, 2015

Method for automatic adjustment of an insulin bolus calculator: In silico robustness evaluation under intra-day variability.

Pau Herrero, Peter Pesl, Jorge Bondia, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou

Comput. Methods Programs Biomed., 2015

2014

Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a $\beta $-Cell Model.

Ilias Pagkalos, Pau Herrero, Christofer Toumazou, Pantelis Georgiou

IEEE Trans. Biomed. Circuits Syst., 2014

Live demonstration: An advanced bolus calculator for diabetes management - A clinical and patient platform.

Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

Live demonstration: A handheld Bio-inspired Artificial pancreas for treatment of diabetes.

Pau Herrero, Mohamed Fayez El-Sharkawy, Peter Pesl, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

An analogue implementation of the beta cell insulin release model.

Ilias Pagkalos, Pau Herrero, Pantelis Georgiou

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

An Efficient Implementation of the SIVIA Algorithm in a High-Level Numerical Programming Language.

Pau Herrero, Pantelis Georgiou, Christofer Toumazou, Benoît Delaunay, Luc Jaulin

Reliab. Comput., 2012

2009

SQualTrack: A Tool for Robust Fault Detection.

Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero, Esteban R. Gelso

IEEE Trans. Syst. Man Cybern. Part B, 2009

2006

Quantified real constraint solving using modal intervals with applications to control.

Pau Herrero

PhD thesis, 2006

2005

Quantified Set Inversion Algorithm with Applications to Control.

Pau Herrero, Miguel Ángel Sainz, Josep Vehí, Luc Jaulin

Reliab. Comput., 2005

2002

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

Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero

Computación y Sistemas, 2002