Pau Herrero

According to our database1, Pau Herrero authored at least 42 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Deep Learning for Diabetes: A Systematic Review.
IEEE J. Biomed. Health Informatics, 2021

Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation.
IEEE J. Biomed. Health Informatics, 2021

Is a cloud-based platform useful for diabetes management in Colombia? The Tidepool experience.
Comput. Methods Programs Biomed., 2021

Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020
GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.
IEEE J. Biomed. Health Informatics, 2020

Convolutional Recurrent Neural Networks for Glucose Prediction.
IEEE J. Biomed. Health Informatics, 2020

Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.
IEEE J. Biomed. Health Informatics, 2020

An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning.
Sensors, 2020

Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes.
J. Heal. Informatics Res., 2020


Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks.
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.
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.
Sensors, 2019

Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept.
Sensors, 2019

Modeling the effect of the cephalic phase of insulin secretion on glucose metabolism.
Medical Biol. Eng. Comput., 2019

Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information.
CoRR, 2019

Coordinated dual-hormone artificial pancreas with parallel control structure.
Comput. Chem. Eng., 2019

A Novel Glucose Controller using Insulin Sensitivity Modulation for Management of Type 1 Diabetes.
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.
Proceedings of the 2019 American Control Conference, 2019

2018
Closed-Loop Control for Precision Antimicrobial Delivery: An In Silico Proof-of-Concept.
IEEE Trans. Biomed. Eng., 2018

Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring.
Sensors, 2018

Convolutional Recurrent Neural Networks for Blood Glucose Prediction.
CoRR, 2018

Special section on artificial intelligence for diabetes.
Artif. Intell. Medicine, 2018

A Portable Low-Power Platform for Ambulatory Closed Loop Control of Blood Glucose in Type 1 Diabetes.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Deep Learning Algorithm for Personalized Blood Glucose Prediction.
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.
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.
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.
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.
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.
IEEE J. Biomed. Health Informatics, 2016

Live demonstration: Smartwatch implementation of an advanced insulin bolus calculator for diabetes.
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.
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.
IEEE J. Biomed. Health Informatics, 2015

Method for automatic adjustment of an insulin bolus calculator: In silico robustness evaluation under intra-day variability.
Comput. Methods Programs Biomed., 2015

2014
Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a $\beta $-Cell Model.
IEEE Trans. Biomed. Circuits Syst., 2014

Live demonstration: An advanced bolus calculator for diabetes management - A clinical and patient platform.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

Live demonstration: A handheld Bio-inspired Artificial pancreas for treatment of diabetes.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
An analogue implementation of the beta cell insulin release model.
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.
Reliab. Comput., 2012

2009
SQualTrack: A Tool for Robust Fault Detection.
IEEE Trans. Syst. Man Cybern. Part B, 2009

2005
Quantified Set Inversion Algorithm with Applications to Control.
Reliab. Comput., 2005

2002
Detección de los Fallos en Procesos Reales Basada en Modelos Intervalares y Múltiples Ventanas Temporales Deslizantes.
Computación y Sistemas, 2002


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