Pau Herrero

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 38

Top Topics

Diabetic Patients

Decision Support

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou
IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing. IEEE Internet Things J. 10 (5) (2023)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning. IEEE Trans. Biomed. Eng. 70 (1) (2023)
John Daniels, Pau Herrero, Pantelis Georgiou
A Multitask Learning Approach to Personalized Blood Glucose Prediction. IEEE J. Biomed. Health Informatics 26 (1) (2022)
John Daniels, Pau Herrero, Pantelis Georgiou
A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems. Sensors 22 (2) (2022)
Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou
Enhancing self-management in type 1 diabetes with wearables and deep learning. npj Digit. Medicine 5 (2022)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Deep Learning for Diabetes: A Systematic Review. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Fabian León-Vargas, Clare Martin, Maira García-Jaramillo, Arantza Aldea, Yenny Leal, Pau Herrero, Angie Reyes, Diana Henao, Ana María Gomez
Is a cloud-based platform useful for diabetes management in Colombia? The Tidepool experience. Comput. Methods Programs Biomed. 208 (2021)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou
Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge. ISCAS (2021)
Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou
Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI. BioCAS (2021)
Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou
An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning. Sensors 20 (18) (2020)
Kezhi Li, John Daniels, Chengyuan Liu, Pau Herrero, Pantelis Georgiou
Convolutional Recurrent Neural Networks for Glucose Prediction. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou
GluNet: A Deep Learning Framework for Accurate Glucose Forecasting. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou
Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. KDH@ECAI (2020)
Amparo Güemes, Giacomo Cappon, Bernard Hernandez, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers. IEEE J. Biomed. Health Informatics 24 (5) (2020)
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
Visualizing Usage Data from a Diabetes Management System. CGVC (2020)
Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. CoRR (2020)
John Daniels, Pau Herrero, Pantelis Georgiou
Personalised Glucose Prediction via Deep Multitask Networks. KDH@ECAI (2020)
Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou
Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. J. Heal. Informatics Res. 4 (3) (2020)
Amparo Güemes, Pau Herrero, Pantelis Georgiou
A Novel Glucose Controller using Insulin Sensitivity Modulation for Management of Type 1 Diabetes. ISCAS (2019)
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Pantelis Georgiou, Jorge Bondia
Coordinated dual-hormone artificial pancreas with parallel control structure. Comput. Chem. Eng. 128 (2019)
Amparo Güemes, Pau Herrero, Jorge Bondia, Pantelis Georgiou
Modeling the effect of the cephalic phase of insulin secretion on glucose metabolism. Medical Biol. Eng. Comput. 57 (6) (2019)
Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Jorge Bondia
In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation. ACC (2019)
Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Pantelis Georgiou, Pau Herrero
Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept. Sensors 19 (14) (2019)
Chengyuan Liu, Josep Vehí, Nick Oliver, Pantelis Georgiou, Pau Herrero
Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information. CoRR (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)
Mohamed Fayez El-Sharkawy, John Daniels, Peter Pesl, Monika Reddy, Nick Oliver, Pau Herrero, Pantelis Georgiou
A Portable Low-Power Platform for Ambulatory Closed Loop Control of Blood Glucose in Type 1 Diabetes. ISCAS (2018)
Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou
A Deep Learning Algorithm for Personalized Blood Glucose Prediction. KHD@IJCAI (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)
Pau Herrero, Timothy M. Rawson, Akash Philip, Luke Stephen Prockter Moore, Alison H. Holmes, Pantelis Georgiou
Closed-Loop Control for Precision Antimicrobial Delivery: An In Silico Proof-of-Concept. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou
Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. KHD@IJCAI (2018)
Pau Herrero, Jorge Bondia, Oloruntoba Adewuyi, Peter Pesl, Mohamed Fayez El-Sharkawy, Monika Reddy, Chris Toumazou, Nick Oliver, Pantelis Georgiou
Enhancing automatic closed-loop glucose control in type 1 diabetes with an adaptive meal bolus calculator - in silico evaluation under intra-day variability. Comput. Methods Programs Biomed. 146 (2017)
Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Esmita Charani, Alison H. Holmes, Pantelis Georgiou
Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations. HEALTHINF (2017)
Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Benjamin Evans, Christofer Toumazou, Alison H. Holmes, Pantelis Georgiou
Supervised learning for infection risk inference using pathology data. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Christofer Toumazou, Pantelis Georgiou
Live demonstration: Smartwatch implementation of an advanced insulin bolus calculator for diabetes. ISCAS (2016)
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
Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library. ISCAS (2016)
Peter Pesl, Pau Herrero, Monika Reddy, Maria Xenou, Nick Oliver, Desmond Johnston, Christofer Toumazou, Pantelis Georgiou
An Advanced Bolus Calculator for Type 1 Diabetes: System Architecture and Usability Results. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Pau Herrero, Peter Pesl, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou
Advanced Insulin Bolus Advisor Based on Run-To-Run Control and Case-Based Reasoning. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Pau Herrero, Peter Pesl, Jorge Bondia, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou
Method for automatic adjustment of an insulin bolus calculator: In silico robustness evaluation under intra-day variability. Comput. Methods Programs Biomed. 119 (1) (2015)
Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou
Live demonstration: An advanced bolus calculator for diabetes management - A clinical and patient platform. BioCAS (2014)
Pau Herrero, Mohamed Fayez El-Sharkawy, Peter Pesl, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou
Live demonstration: A handheld Bio-inspired Artificial pancreas for treatment of diabetes. BioCAS (2014)
Ilias Pagkalos, Pau Herrero, Christofer Toumazou, Pantelis Georgiou
Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a $\beta $-Cell Model. IEEE Trans. Biomed. Circuits Syst. 8 (2) (2014)
Ilias Pagkalos, Pau Herrero, Pantelis Georgiou
An analogue implementation of the beta cell insulin release model. ISCAS (2013)
Pau Herrero, Pantelis Georgiou, Christofer Toumazou, Benoît Delaunay, Luc Jaulin
An Efficient Implementation of the SIVIA Algorithm in a High-Level Numerical Programming Language. Reliab. Comput. 16 (2012)
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)
Pau Herrero, Miguel Ángel Sainz, Josep Vehí, Luc Jaulin
Quantified Set Inversion Algorithm with Applications to Control. Reliab. Comput. 11 (5) (2005)
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)