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2026
DIGITAL TWINS AND SERIOUS GAMING FOR PERSONALIZED DIABETES EDUCATION
de Vries, R., Reinders, E., Haak, H. R. & van Riel, N. A. W., 2026.Research output: Contribution to conference › Other › Academic
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Real-World Association of Lifestyle Reported Using Wearable Devices with Glycemic Excursions in People with Diabetes: The DiaGame Study
de Vries, R. (Corresponding author), Reinders, E., Ferreira de Carvalho, D., Cruts, E., Van Gorp, P., Wouters-van Poppel, P. C. M., Kaymak, U., Hilbers, P. A. J., van Riel, N. A. W. & Haak, H. R., 24 Jan 2026, (E-pub ahead of print) In: Diabetes Technology and Obesity Medicine. XResearch output: Contribution to journal › Article › Academic › peer-review
Open Access -
2025
DiaGame digital twin and serious gaming for patients with diabetes
de Vries, R., Reinders, E., Cruts, E., Wouters-van Poppel, P. C. M., Van Gorp, P., Hilbers, P. A. J., Kaymak, U., Haak, H. R. & van Riel, N. A. W., 2025.Research output: Contribution to conference › Other › Academic
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Digital Twins for People with Diabetes using Real-World Data
de Vries, R. & van Riel, N. A. W., 2025.Research output: Contribution to conference › Poster
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2024
An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection
De Carvalho, D. F., Kaymak, U., Van Gorp, P. & Van Riel, N., 5 Aug 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024. Institute of Electrical and Electronics Engineers, 8 p. 10611914Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile42 Downloads (Pure) -
Does GLP-1 cause post-bariatric hypoglycemia: 'Computer says no'
Pasveer, Y. M., Aydin, Ö., Groen, A. K., Meijnikman, A. S., Nieuwdorp, M., Gerdes, V. E. A. & van Riel, N. A. W. (Corresponding author), Dec 2024, In: Computer Methods and Programs in Biomedicine. 257, 9 p., 108424.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)78 Downloads (Pure) -
Eindhoven Diabetes Education Simulator (E-DES): Validating a Physiology-Based Mathematical Glucose-Insulin Model for People with Diabetes
de Vries, R. & van Riel, N. A. W., 2024.Research output: Contribution to conference › Poster
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Leveraging continuous glucose monitoring for personalized modeling of insulin-regulated glucose metabolism
Erdős, B. (Corresponding author), O'Donovan, S. D., Adriaens, M. E., Gijbels, A., Trouwborst, I., Jardon, K. M., Goossens, G. H., Afman, L. A., Blaak, E. E., van Riel, N. A. W. & Arts, I. C. W., 5 Apr 2024, In: Scientific Reports. 14, 1, 8037.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)110 Downloads (Pure) -
Metabolic Digital Twins of Patients with Diabetes
de Vries, R., Haak, H. R. & van Riel, N. A. W., 2024.Research output: Contribution to conference › Other › Academic
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Serious digital games for diabetes Mellitus: A scoping review of its current State, Accessibility, and functionality for patients and healthcare providers
Reinders, E. F. H. (Corresponding author), de Vries, R., Wouters-van Poppel, P. C. M., Van Riel, N. A. W. & Haak, H. R., Oct 2024, In: Diabetes Research and Clinical Practice. 216, 11 p., 111833.Research output: Contribution to journal › Review article › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)146 Downloads (Pure) -
2023
E-DES-PROT: A novel computational model to describe the effects of amino acids and protein on postprandial glucose and insulin dynamics in humans
van Sloun, B. (Corresponding author), Goossens, G. H., Erdõs, B., O'Donovan, S. D., Singh-Povel, C. M., Geurts, J. M. W., van Riel, N. A. W. & Arts, I. C. W., 17 Mar 2023, In: iScience. 26, 3, 14 p., 106218.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)103 Downloads (Pure) -
From Population to Personalized Physiological Models: Parameter Estimation Approaches in a Physiology-Constrained Simulation Study
de Vries, R., O'Donovan, S. & van Riel, N. A. W., 2023.Research output: Contribution to conference › Poster
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Parameter Estimation of a Physiological Diabetes Model Using Neural Networks
Moreira, A., Philipps, M. & van Riel, N., 2 Oct 2023, 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2023. Institute of Electrical and Electronics Engineers, 8 p. 10264904Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)34 Downloads (Pure) -
Quantifying postprandial glucose responses using a hybrid modeling approach: Combining mechanistic and data-driven models in The Maastricht Study
Erdős, B. (Corresponding author), van Sloun, B., Goossens, G. H., O'Donovan, S. D., de Galan, B. E., van Greevenbroek, M. M. J., Stehouwer, C. D. A., Schram, M. T., Blaak, E. E., Adriaens, M. E., van Riel, N. A. W. & Arts, I. C. W., Jul 2023, In: PLoS ONE. 18, 7, 16 p., e0285820.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)62 Downloads (Pure) -
The DiaGame Study: Free-Living Data Collection in Patients with Diabetes Using Wearable Devices
de Vries, R. (Corresponding author), Reinders, E., Ferreira de Carvalho, D., Cruts, E., Wouters-van Poppel, P., Van Gorp, P., Kaymak, U., Hilbers, P. A. J., Haak, H. R. & van Riel, N. A. W., 16 Oct 2023, In: Nederlands Tijdschrift voor Diabetologie. 21, 4, p. 15-15 1 p., 12.Research output: Contribution to journal › Meeting Abstract › Academic
Open AccessFile58 Downloads (Pure) -
2022
A Markov model for inferring event types on diabetes patients data
Ferreira de Carvalho, D. (Corresponding author), Kaymak, U., Van Gorp, P. & van Riel, N., 1 Nov 2022, In: Healthcare Analytics. 2, 10 p., 100024.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)453 Downloads (Pure) -
DiaGame: Serious and personalized game for self-management of diabetes
Ferreira de Carvalho, D. F., Kaymak, U., Van Gorp, P., van Riel, N. A. W., Hilbers, P., de Vries, R., Haak, H., van Pul, C., van Poppel, P., Reinders, E. & Cruts, E., Apr 2022. 1 p.Research output: Contribution to conference › Poster
7 Downloads (Pure) -
Metabolic Resilience: Learning an Individual from Population Peers
de Vries, R., O'Donovan, S. & van Riel, N. A. W., 24 May 2022.Research output: Contribution to conference › Poster
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Playing your Diabetic Life: Personalized Data-Driven Game for Diabetes Self-Management Education
de Vries, R., van Riel, N. A. W. & Haak, H. R., Nov 2022, In: Nederlands Tijdschrift voor Diabetologie. 20, 4, p. 21 1 p., 17.Research output: Contribution to journal › Meeting Abstract › Academic
Open Access -
Population and Individual Level Meal Response Patterns in Continuous Glucose Data
Ferreira de Carvalho, D., Kaymak, U., Van Gorp, P. & van Riel, N. A. W., 2022, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II. Ciucci, D., Couso, I., Medina, J., Ślęzak, D., Petturiti, D., Bouchon-Meunier, B. & Yager, R. R. (eds.). Cham: Springer, p. 235-247 13 p. (Communications in Computer and Information Science; vol. 1602 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Link opens in a new tab Citation (Scopus)1 Downloads (Pure) -
2021
Personalized computational model quantifies heterogeneity in postprandial responses to oral glucose challenge
Erdős, B. (Corresponding author), van Sloun, B., Adriaens, M. E., O'Donovan, S. D., Langin, D., Astrup, A., Blaak, E. E., Arts, I. C. W. & van Riel, N. A. W., 1 Mar 2021, In: PLoS Computational Biology. 17, 3, 18 p., e1008852.Research output: Contribution to journal › Article › Academic › peer-review
Open Access14 Link opens in a new tab Citations (Scopus)