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Pau Herrero Selected Research

Type 1 Diabetes Mellitus (Autoimmune Diabetes)

7/2022Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning.
6/2022Enhancing self-management in type 1 diabetes with wearables and deep learning.
1/2022An In Silico Head-to-Head Comparison of the Do-It-Yourself Artificial Pancreas Loop and Bio-Inspired Artificial Pancreas Control Algorithms.
1/2021Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation.
10/2020Assessment of Glucose Control Metrics by Discriminant Ratio.
9/2020An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning.
9/2020Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes.
1/2020Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.
1/2020GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.
1/2020Differences for Percentage Times in Glycemic Range Between Continuous Glucose Monitoring and Capillary Blood Glucose Monitoring in Adults with Type 1 Diabetes: Analysis of the REPLACE-BG Dataset.
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Pau Herrero Research Topics

Disease

27Type 1 Diabetes Mellitus (Autoimmune Diabetes)
07/2022 - 05/2012
7Hypoglycemia (Reactive Hypoglycemia)
01/2021 - 11/2015
6Hyperglycemia
06/2022 - 07/2017
2Insulin Resistance
06/2019 - 05/2015
2Infections
12/2017 - 12/2016
1Diabetes Complications
01/2021
1Obesity
10/2018

Drug/Important Bio-Agent (IBA)

20Glucose (Dextrose)FDA LinkGeneric
07/2022 - 05/2012
18Insulin (Novolin)FDA Link
06/2022 - 05/2012
11Blood Glucose (Blood Sugar)IBA
07/2022 - 10/2017
2SuspensionsIBA
09/2020 - 01/2020
2CarbohydratesIBA
01/2020 - 05/2015
22- (3',4'- dihydroxyphenyl- 1- azo)benzimidazole (BIAP)IBA
11/2015 - 09/2014
1Glycated Hemoglobin (Glycosylated Hemoglobin)IBA
10/2020
1SolutionsIBA
01/2020
1Biomarkers (Surrogate Marker)IBA
12/2017
1Glucagon (Glukagon)FDA Link
10/2017
1Hormones (Hormone)IBA
10/2017

Therapy/Procedure

9Artificial Pancreas
01/2022 - 07/2013
4Therapeutics
01/2020 - 11/2015
4Injections
01/2020 - 08/2015
2Glycemic Control
07/2019 - 07/2017
1Critical Care (Surgical Intensive Care)
10/2018