P. Herrero

发表

Meal Detection in the Artificial Pancreas: Implications During Exercise

C. Ramkissoon, P. Herrero, J. Bondia, 2017 .

A coordinated control strategy for insulin and glucagon delivery in type 1 diabetes

Pantelis Georgiou, Jorge Bondia, Pau Herrero, 2017, Computer methods in biomechanics and biomedical engineering.

PEPPER: Patient Empowerment Through Predictive Personalised Decision Support

P. Herrero, Beatriz López, Clare E. Martin, 2016 .

Supervised machine learning for the prediction of infection on admission to hospital: a prospective observational cohort study

C. Toumazou, P. Georgiou, P. Herrero, 2018, The Journal of antimicrobial chemotherapy.

PREDIRCAM eHealth Platform for Individualized Telemedical Assistance for Lifestyle Modification in the Treatment of Obesity, Diabetes, and Cardiometabolic Risk Prevention: A Pilot Study (PREDIRCAM 1 >

José M. Iniesta, E. Brugués, A. de Leiva, 2013, Journal of diabetes science and technology.

Case-Based Reasoning for Insulin Bolus Advice

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2017, Journal of diabetes science and technology.

A real-world evaluation of a Case-Based Reasoning algorithm to support antimicrobial prescribing decisions in acute care.

C. Toumazou, P. Georgiou, P. Herrero, 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

Delivering precision antimicrobial therapy through closed-loop control systems

P. Georgiou, P. Herrero, A. Gordon, 2017, The Journal of antimicrobial chemotherapy.

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

P. Georgiou, N. Oliver, P. Herrero, 2022, npj Digital Medicine.

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

P. Georgiou, P. Herrero, Kezhi Li, 2023, IEEE Internet of Things Journal.

Closed-loop control of continuous piperacillin delivery: An in silico study

P. Georgiou, P. Herrero, T. Rawson, 2022, Frontiers in Bioengineering and Biotechnology.

Differences for Percentage Times in Glycaemic Range Between Continuous Glucose Monitoring and Capillary Blood Glucose Monitoring in Adults with Type 1 Diabetes: Analysis of the REPLACE-BG Dataset.

N. Oliver, P. Herrero, Chukwuma Uduku, 2020, Diabetes technology & therapeutics.

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

P. Georgiou, P. Herrero, Kezhi Li, 2022, IEEE Transactions on Biomedical Engineering.

Public acceptability of computer-controlled antibiotic management: An exploration of automated dosing and opportunities for implementation.

P. Georgiou, P. Herrero, A. Holmes, 2019, The Journal of infection.

Supervised machine learning to support the diagnosis of bacterial infection in the context of COVID-19

P. Georgiou, P. Herrero, A. Holmes, 2021, JAC-antimicrobial resistance.

Enhancing antimicrobial surveillance: an automated, dynamic and interactive approach

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2018, International Journal of Infectious Diseases.

Supervised learning for infection risk inference using pathology data

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2017, BMC Medical Informatics and Decision Making.

A Bio-Inspired Glucose Controller Based on Pancreatic β-Cell Physiology

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2012, Journal of diabetes science and technology.

Deep Learning for Diabetes: A Systematic Review

Pantelis Georgiou, Kezhi Li, Pau Herrero, 2020, IEEE Journal of Biomedical and Health Informatics.

Convolutional Recurrent Neural Networks for Glucose Prediction

Chengyuan Liu, Pantelis Georgiou, Kezhi Li, 2018, IEEE Journal of Biomedical and Health Informatics.

A Modular Safety System for an Insulin Dose Recommender: A Feasibility Study

Chengyuan Liu, Pantelis Georgiou, Pau Herrero, 2019, Journal of diabetes science and technology.

Optimizing antimicrobial use: challenges, advances and opportunities

P. Georgiou, P. Herrero, A. Holmes, 2021, Nature Reviews Microbiology.

A Deep Learning Algorithm for Personalized Blood Glucose Prediction

Jianwei Chen, Pantelis Georgiou, Kezhi Li, 2018, KHD@IJCAI.

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.

C. Toumazou, P. Georgiou, N. Oliver, 2016, Diabetes technology & therapeutics.

Automatic Adaptation of Basal Insulin Using Sensor-Augmented Pump Therapy

Pantelis Georgiou, Jorge Bondia, Pau Herrero, 2018, Journal of diabetes science and technology.

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

Christofer Toumazou, Pantelis Georgiou, Jorge Bondia, 2017, Comput. Methods Programs Biomed..

Automatic Adjustment of Basal Insulin Infusion Rates in Type 1 Diabetes using Run-to-Run Control and Case-Based Reasoning

P. Georgiou, N. Oliver, P. Herrero, 2017 .

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

Christofer Toumazou, Pantelis Georgiou, Nick Oliver, 2015, IEEE Journal of Biomedical and Health Informatics.

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

Pantelis Georgiou, Kezhi Li, Lei Kuang, 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS).

A systematic review of clinical decision support systems for antimicrobial management: are we failing to investigate these interventions appropriately?

P. Georgiou, P. Herrero, A. Holmes, 2017, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

Identifying Continuous Glucose Monitoring Data Using Machine Learning.

P. Georgiou, P. Herrero, M. Reddy, 2022, Diabetes technology & therapeutics.

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

P. Georgiou, P. Herrero, John Daniels, 2022, Sensors.

An In Silico Head-to-Head Comparison of the Do-It-Yourself Artificial Pancreas Loop and Bio-Inspired Artificial Pancreas Control Algorithms

P. Georgiou, N. Oliver, P. Herrero, 2021, Journal of diabetes science and technology.

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

P. Georgiou, P. Herrero, Kezhi Li, 2020, IEEE Journal of Biomedical and Health Informatics.

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

Kezhi Li, Pantelis Georgiou, Pau Herrero, 2020, Sensors.

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

Pantelis Georgiou, Nick Oliver, Pau Herrero, 2020, IEEE Journal of Biomedical and Health Informatics.

The Bio-inspired Artificial Pancreas for Type 1 Diabetes Control in the Home: System Architecture and Preliminary Results

Pantelis Georgiou, Pau Herrero, Monika Reddy, 2019, Journal of diabetes science and technology.

Coordinated dual-hormone artificial pancreas with parallel control structure

Pantelis Georgiou, José Luis Díez, Jorge Bondia, 2019, Comput. Chem. Eng..

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

José Luis Díez, Jorge Bondia, Pau Herrero, 2019, 2019 American Control Conference (ACC).

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

Giovanni Sparacino, Andrea Facchinetti, Pantelis Georgiou, 2019, Sensors.

Robust set‐membership parameter estimation of the glucose minimal model

Christofer Toumazou, Luc Jaulin, Pantelis Georgiou, 2016 .

A Simple Robust Method for Estimating the Glucose Rate of Appearance from Mixed Meals

Christofer Toumazou, Josep Vehí, Pantelis Georgiou, 2012, Journal of diabetes science and technology.

GluNet: A Deep Learning Framework for Accurate Glucose Forecasting

Chengyuan Liu, Pantelis Georgiou, Kezhi Li, 2020, IEEE Journal of Biomedical and Health Informatics.

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

Christofer Toumazou, Pantelis Georgiou, Nick Oliver, 2016, IEEE Journal of Biomedical and Health Informatics.

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

Pantelis Georgiou, Pau Herrero, Timothy M. Rawson, 2018, IEEE Transactions on Biomedical Engineering.

A Multitask Learning Approach to Personalized Blood Glucose Prediction

Pantelis Georgiou, Pau Herrero, John Daniels, 2021, IEEE Journal of Biomedical and Health Informatics.

Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes

Pantelis Georgiou, Kezhi Li, Pau Herrero, 2020, Journal of Healthcare Informatics Research.

Mapping the decision pathways of acute infection management in secondary care among UK medical physicians: a qualitative study

Pantelis Georgiou, Pau Herrero, Bernard Hernandez, 2016, BMC Medicine.

Safety and feasibility of the PEPPER adaptive bolus advisor and safety system; a randomized control study.

N. Oliver, P. Herrero, J. Fernández-Real, 2020, Diabetes technology & therapeutics.

Implications of Meal Library & Meal Detection to Glycemic Control of Type 1 Diabetes Mellitus through MPC Control

Eyal Dassau, Francis J. Doyle, Josep Vehí, 2008 .

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

Pantelis Georgiou, Pau Herrero, Amparo Guemes, 2019, 2019 IEEE International Symposium on Circuits and Systems (ISCAS).

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

Pantelis Georgiou, Jorge Bondia, Pau Herrero, 2019, Medical & Biological Engineering & Computing.

Assessment of Glucose Control Metrics by Discriminant Ratio.

P. Georgiou, N. Oliver, P. Herrero, 2020, Diabetes technology & therapeutics.

Feasibility study of a bio-inspired artificial pancreas in adults with type 1 diabetes.

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2014, Diabetes technology & therapeutics.

Robust determination of the optimal continuous glucose monitoring length of intervention to evaluate long-term glycaemic control.

P. Georgiou, N. Oliver, P. Herrero, 2020, Diabetes Technology & Therapeutics.

Impact of Different Types of Data Loss on Optimal Continuous Glucose Monitoring Sampling Duration.

N. Oliver, P. Herrero, J. Snell-Bergeon, 2022, Diabetes technology & therapeutics.

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

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2014, IEEE Transactions on Biomedical Circuits and Systems.

A Composite Model of Glucagon-Glucose Dynamics for In Silico Testing of Bihormonal Glucose Controllers

Christofer Toumazou, Pantelis Georgiou, Nick Oliver, 2013, Journal of diabetes science and technology.

Robust Fault Detection System for Insulin Pump Therapy Using Continuous Glucose Monitoring

Josep Vehí, Pantelis Georgiou, Remei Calm, 2012, Journal of diabetes science and technology.

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

Jianwei Chen, Pantelis Georgiou, Kezhi Li, 2018, KHD@IJCAI.

Metabolic Control With the Bio-inspired Artificial Pancreas in Adults With Type 1 Diabetes

Christofer Toumazou, Pantelis Georgiou, Pau Herrero, 2016, Journal of diabetes science and technology.

Personalised Glucose Prediction via Deep Multitask Networks

Pantelis Georgiou, Pau Herrero, John Daniels, 2020, KDH@ECAI.

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

Pantelis Georgiou, Pau Herrero, Bernard Hernandez, 2017, HEALTHINF.

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

Chengyuan Liu, Josep Vehí, Pantelis Georgiou, 2019, Sensors.

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

Josep Vehí, Jorge Bondia, Pau Herrero, 2018, Sensors.

Development and Validation of Binary Classifiers to Predict Nocturnal Hypoglycemia in Adults With Type 1 Diabetes.

P. Georgiou, N. Oliver, P. Herrero, 2023, Journal of diabetes science and technology.

GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks

P. Georgiou, P. Herrero, Kezhi Li, 2023, IEEE Journal of Biomedical and Health Informatics.

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

Mohamed El-Sharkawy, Pantelis Georgiou, Nick Oliver, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).