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Pau Herrero
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Convolutional recurrent neural networks for glucose prediction
K Li, J Daniels, C Liu, P Herrero, P Georgiou
IEEE journal of biomedical and health informatics 24 (2), 603-613, 2019
2692019
A systematic review of clinical decision support systems for antimicrobial management: are we failing to investigate these interventions appropriately?
TM Rawson, LSP Moore, B Hernandez, E Charani, E Castro-Sanchez, ...
Clinical Microbiology and Infection 23 (8), 524-532, 2017
1682017
Deep learning for diabetes: a systematic review
T Zhu, K Li, P Herrero, P Georgiou
IEEE Journal of Biomedical and Health Informatics 25 (7), 2744-2757, 2020
1542020
GluNet: A deep learning framework for accurate glucose forecasting
K Li, C Liu, T Zhu, P Herrero, P Georgiou
IEEE journal of biomedical and health informatics 24 (2), 414-423, 2019
1472019
A Deep Learning Algorithm for Personalized Blood Glucose Prediction.
T Zhu, K Li, P Herrero, J Chen, P Georgiou
KHD@ IJCAI, 64-78, 2018
1292018
Advanced insulin bolus advisor based on run-to-run control and case-based reasoning
P Herrero, P Pesl, M Reddy, N Oliver, P Georgiou, C Toumazou
IEEE journal of biomedical and health informatics 19 (3), 1087-1096, 2014
1162014
Dilated recurrent neural networks for glucose forecasting in type 1 diabetes
T Zhu, K Li, J Chen, P Herrero, P Georgiou
Journal of Healthcare Informatics Research 4, 308-324, 2020
962020
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation
T Zhu, K Li, P Herrero, P Georgiou
IEEE Journal of Biomedical and Health Informatics 25 (4), 1223-1232, 2020
872020
Enhancing automatic closed-loop glucose control in type 1 diabetes with an adaptive meal bolus calculator–in silico evaluation under intra-day variability
P Herrero, J Bondia, O Adewuyi, P Pesl, M El-Sharkawy, M Reddy, ...
Computer methods and programs in biomedicine 146, 125-131, 2017
852017
Clinical safety and feasibility of the advanced bolus calculator for type 1 diabetes based on case-based reasoning: a 6-week nonrandomized single-arm pilot study
M Reddy, P Pesl, M Xenou, C Toumazou, D Johnston, P Georgiou, ...
Diabetes technology & therapeutics 18 (8), 487-493, 2016
762016
Modal interval analysis
MA Sainz, J Armengol, R Calm, P Herrero, L Jorba, J Vehi
New Tools for Numerical Information: Lecture Notes in Mathematics 2091, 2014
752014
Robust fault detection system for insulin pump therapy using continuous glucose monitoring
P Herrero, R Calm, J Vehí, J Armengol, P Georgiou, N Oliver, C Tomazou
Journal of diabetes science and technology 6 (5), 1131-1141, 2012
752012
Quantified set inversion algorithm with applications to control
P Herrero, MA Sainz, J Veh, L Jaulin
Reliable computing 11, 369-382, 2005
752005
Unannounced meals in the artificial pancreas: detection using continuous glucose monitoring
CM Ramkissoon, P Herrero, J Bondia, J Vehi
Sensors 18 (3), 884, 2018
742018
A Composite Model of Glucagon-Glucose Dynamics for In Silico Testing of Bihormonal Glucose Controllers
P Herrero, P Georgiou, N Oliver, M Reddy, D Johnston, C Toumazou
Journal of diabetes science and technology 7 (4), 941-951, 2013
722013
Optimizing antimicrobial use: challenges, advances and opportunities
TM Rawson, RC Wilson, D O’Hare, P Herrero, A Kambugu, M Lamorde, ...
Nature Reviews Microbiology 19 (12), 747-758, 2021
682021
An advanced bolus calculator for type 1 diabetes: system architecture and usability results
P Pesl, P Herrero, M Reddy, M Xenou, N Oliver, D Johnston, C Toumazou, ...
IEEE journal of biomedical and health informatics 20 (1), 11-17, 2015
682015
A bio-inspired glucose controller based on pancreatic β-cell physiology
P Herrero, P Georgiou, N Oliver, DG Johnston, C Toumazou
Journal of diabetes science and technology 6 (3), 606-616, 2012
622012
Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration.
J Chen, K Li, P Herrero, T Zhu, P Georgiou
KHD@ IJCAI, 69-73, 2018
582018
IoMT-enabled real-time blood glucose prediction with deep learning and edge computing
T Zhu, L Kuang, J Daniels, P Herrero, K Li, P Georgiou
IEEE Internet of Things Journal 10 (5), 3706-3719, 2022
572022
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