Pau Herrero - RankMe

51 papers C 7Journal 32Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2023	J	`jnl`	IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing. IEEE Internet Things J. Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou
2023	J	`jnl`	Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning. IEEE Trans. Biomed. Eng. Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2022	J	`jnl`	A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems. Sensors John Daniels, Pau Herrero, Pantelis Georgiou
2022	J	`jnl`	A Multitask Learning Approach to Personalized Blood Glucose Prediction. IEEE J. Biomed. Health Informatics John Daniels, Pau Herrero, Pantelis Georgiou
2022	J	`jnl`	Enhancing self-management in type 1 diabetes with wearables and deep learning. npj Digit. Medicine Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou
2021	J	`jnl`	Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2021	C	`conf`	Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge. ISCAS Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou
2021	J	`jnl`	Deep Learning for Diabetes: A Systematic Review. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2021	J	`jnl`	Is a cloud-based platform useful for diabetes management in Colombia? The Tidepool experience. Comput. Methods Programs Biomed. Fabian León-Vargas, Clare Martin, Maira García-Jaramillo, Arantza Aldea, Yenny Leal, Pau Herrero, Angie K. Reyes, Diana Henao, Ana María Gomez
2021	—	`conf`	Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI. BioCAS Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning. Sensors Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. CoRR Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2020	—	`conf`	Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. KDH@ECAI Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Convolutional Recurrent Neural Networks for Glucose Prediction. IEEE J. Biomed. Health Informatics Kezhi Li, John Daniels, Chengyuan Liu, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. J. Heal. Informatics Res. Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	GluNet: A Deep Learning Framework for Accurate Glucose Forecasting. IEEE J. Biomed. Health Informatics Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou
2020	—	`conf`	Personalised Glucose Prediction via Deep Multitask Networks. KDH@ECAI John Daniels, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers. IEEE J. Biomed. Health Informatics Amparo Güemes, Giacomo Cappon, Bernard Hernandez, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero
2020	—	`conf`	Visualizing Usage Data from a Diabetes Management System. CGVC 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
2019	C	`conf`	A Novel Glucose Controller using Insulin Sensitivity Modulation for Management of Type 1 Diabetes. ISCAS Amparo Güemes, Pau Herrero, Pantelis Georgiou
2019	—	`ed.`	Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers AIH@IJCAI (Revised Selected Papers) Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga
2019	J	`jnl`	Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept. Sensors Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Pantelis Georgiou, Pau Herrero
2019	J	`jnl`	Coordinated dual-hormone artificial pancreas with parallel control structure. Comput. Chem. Eng. Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Pantelis Georgiou, Jorge Bondia
2019	J	`jnl`	Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information. CoRR Chengyuan Liu, Josep Vehí, Nick Oliver, Pantelis Georgiou, Pau Herrero
2019	C	`conf`	In silico evaluation of a Parallel Control-based Coordinated Dual-Hormone Artificial Pancreas with Insulin on Board Limitation. ACC Vanessa Moscardó, Pau Herrero, José-Luis Díez, Marga Giménez, Paolo Rossetti, Jorge Bondia
2019	J	`jnl`	Long-Term Glucose Forecasting Using a Physiological Model and Deconvolution of the Continuous Glucose Monitoring Signal. Sensors Chengyuan Liu, Josep Vehí, Parizad Avari, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero
2019	J	`jnl`	Modeling the effect of the cephalic phase of insulin secretion on glucose metabolism. Medical Biol. Eng. Comput. Amparo Güemes, Pau Herrero, Jorge Bondia, Pantelis Georgiou
2018	—	`conf`	A Deep Learning Algorithm for Personalized Blood Glucose Prediction. KDH@IJCAI Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou
2018	C	`conf`	A Portable Low-Power Platform for Ambulatory Closed Loop Control of Blood Glucose in Type 1 Diabetes. ISCAS Mohamed Fayez El-Sharkawy, John Daniels, Peter Pesl, Monika Reddy, Nick Oliver, Pau Herrero, Pantelis Georgiou
2018	J	`jnl`	Closed-Loop Control for Precision Antimicrobial Delivery: An In Silico Proof-of-Concept. IEEE Trans. Biomed. Eng. Pau Herrero, Timothy M. Rawson, Akash Philip, Luke Stephen Prockter Moore, Alison H. Holmes, Pantelis Georgiou
2018	—	`conf`	Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. KDH@IJCAI Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou
2018	—	`ed.`	Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. AIH@IJCAI Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga
2018	J	`jnl`	Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring. Sensors Charrise Mary Ramkissoon, Pau Herrero, Jorge Bondia, Josep Vehí
2017	—	`conf`	Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations. HEALTHINF Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Esmita Charani, Alison H. Holmes, Pantelis Georgiou
2017	J	`jnl`	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. Pau Herrero, Jorge Bondia, Oloruntoba Adewuyi, Peter Pesl, Mohamed Fayez El-Sharkawy, Monika Reddy, Chris Toumazou, Nick Oliver, Pantelis Georgiou
2017	J	`jnl`	Supervised learning for infection risk inference using pathology data. BMC Medical Informatics Decis. Mak. Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Benjamin Evans, Christofer Toumazou, Alison H. Holmes, Pantelis Georgiou
2016	J	`jnl`	An Advanced Bolus Calculator for Type 1 Diabetes: System Architecture and Usability Results. IEEE J. Biomed. Health Informatics Peter Pesl, Pau Herrero, Monika Reddy, Maria Xenou, Nick Oliver, Desmond Johnston, Christofer Toumazou, Pantelis Georgiou
2016	C	`conf`	Live demonstration: Smartwatch implementation of an advanced insulin bolus calculator for diabetes. ISCAS Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Christofer Toumazou, Pantelis Georgiou
2016	C	`conf`	Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library. ISCAS 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
2015	J	`jnl`	Advanced Insulin Bolus Advisor Based on Run-To-Run Control and Case-Based Reasoning. IEEE J. Biomed. Health Informatics Pau Herrero, Peter Pesl, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou
2015	J	`jnl`	Method for automatic adjustment of an insulin bolus calculator: In silico robustness evaluation under intra-day variability. Comput. Methods Programs Biomed. Pau Herrero, Peter Pesl, Jorge Bondia, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou
2014	J	`jnl`	Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a $\beta $-Cell Model. IEEE Trans. Biomed. Circuits Syst. Ilias Pagkalos, Pau Herrero, Christofer Toumazou, Pantelis Georgiou
2014	—	`conf`	Live demonstration: A handheld Bio-inspired Artificial pancreas for treatment of diabetes. BioCAS Pau Herrero, Mohamed Fayez El-Sharkawy, Peter Pesl, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou
2014	—	`conf`	Live demonstration: An advanced bolus calculator for diabetes management - A clinical and patient platform. BioCAS Peter Pesl, Pau Herrero, Monika Reddy, Nick Oliver, Desmond Johnston, Chris Toumazou, Pantelis Georgiou
2013	C	`conf`	An analogue implementation of the beta cell insulin release model. ISCAS Ilias Pagkalos, Pau Herrero, Pantelis Georgiou
2012	J	`jnl`	An Efficient Implementation of the SIVIA Algorithm in a High-Level Numerical Programming Language. Reliab. Comput. Pau Herrero, Pantelis Georgiou, Christofer Toumazou, Benoît Delaunay, Luc Jaulin
2009	J	`jnl`	SQualTrack: A Tool for Robust Fault Detection. IEEE Trans. Syst. Man Cybern. Part B Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero, Esteban R. Gelso
2006	—	`—`	Quantified real constraint solving using modal intervals with applications to control. Pau Herrero
2005	J	`jnl`	Quantified Set Inversion Algorithm with Applications to Control. Reliab. Comput. Pau Herrero, Miguel Ángel Sainz, Josep Vehí, Luc Jaulin
2002	J	`jnl`	Detección de los Fallos en Procesos Reales Basada en Modelos Intervalares y Múltiples Ventanas Temporales Deslizantes. Computación y Sistemas Joaquim Armengol, Josep Vehí, Miguel Ángel Sainz, Pau Herrero