Natal A. W. van Riel

Orcid: 0000-0001-9375-4730

According to our database1, Natal A. W. van Riel authored at least 22 papers between 2002 and 2024.

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Bibliography

2024
Does GLP-1 cause post-bariatric hypoglycemia: 'Computer says no'.
Comput. Methods Programs Biomed., 2024

Reproducing and Improving One-Dimensional Convolutional Neural Networks for Arterial Blood Pressure-Based Cardiac Output Estimation.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Data-driven meal events detection using blood glucose response patterns.
BMC Medical Informatics Decis. Mak., December, 2023

Machine Learning for Postoperative Continuous Recovery Scores of Oncology Patients in Perioperative Care with Data from Wearables.
Sensors, 2023

Parameter Estimation Of A Physiological Diabetes Model Using Neural Networks.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022
Population and Individual Level Meal Response Patterns in Continuous Glucose Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021
Personalized computational model quantifies heterogeneity in postprandial responses to oral glucose challenge.
PLoS Comput. Biol., 2021

2020
A Distance-Based Framework for the Characterization of Metabolic Heterogeneity in Large Sets of Genome-Scale Metabolic Models.
Patterns, 2020

2019
Deep Learning with Convolutional Neural Networks for Histopathology Image Analysis.
Proceedings of the Automated Reasoning for Systems Biology and Medicine, 2019

A computational model of postprandial adipose tissue lipid metabolism derived using human arteriovenous stable isotope tracer data.
PLoS Comput. Biol., 2019

Computational modelling of energy balance in individuals with Metabolic Syndrome.
BMC Syst. Biol., 2019

2018
In vivo and in silico dynamics of the development of Metabolic Syndrome.
PLoS Comput. Biol., 2018

2014
A Computational Model for the Analysis of Lipoprotein Distributions in the Mouse: Translating FPLC Profiles to Lipoprotein Metabolism.
PLoS Comput. Biol., 2014

Optimal experiment design for model selection in biochemical networks.
BMC Syst. Biol., 2014

2013
Parameter Trajectory Analysis to Identify Treatment Effects of Pharmacological Interventions.
PLoS Comput. Biol., 2013

2012
A Bayesian approach to targeted experiment design.
Bioinform., 2012

An integrated strategy for prediction uncertainty analysis.
Bioinform., 2012

2011
Parameter adaptations during phenotype transitions in progressive diseases.
BMC Syst. Biol., 2011

2007
Qualitative Analysis of Nonlinear Biochemical Networks with Piecewise-Affine Functions.
Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007

2006
Dynamic modelling and analysis of biochemical networks: mechanism-based models and model-based experiments.
Briefings Bioinform., 2006

2002
Computational analysis of calcium transients in the intact rat heart; model identification.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002


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