Projekter pr. år
Personlig profil
Forskningsprofil
My research focuses on advancing digital health through explainable AI and decision support systems in management of chronic diseases, with a primary focus on optimizing basal insulin titration for type 2 diabetes. By combining machine learning, user-centered design, and clinical expertise, I work on developing personalized, data-driven tools that empower healthcare professionals and improve clinical decision-making to better patient outcomes. My work aim to bridge technology and patient care, driving innovation in chronic disease management.
Undervisningsprofil
I supervise master’s level Biomedical Engineering student projects using a problem-based learning approach and assist with teaching 'Design and Evaluation of Digital Healthcare Systems' and 'Machine Learning.'
Ekspertise relateret til FN’s Verdensmål
I 2015 blev FN's medlemslande enige om 17 Verdensmål til at bekæmpe fattigdom, beskytte planeten og sikre velstand for alle. Denne persons arbejde bidrager til følgende verdensmål:
Uddannelse (Akademiske kvalifikationer)
Ph.D., Optimizing Basal Insulin Titration in People with Type 2 Diabetes: An Explainable AI-Based Decision Support System for Personalized Glycemic Management in Primary Care, Det Sundhedsvidenskabelige Fakultet
Dimissionsdato: 16 dec. 2024
Sundhedsteknologi, Candidata Polytechnices
1 sep. 2019 → 30 jun. 2021
Dimissionsdato: 30 jun. 2021
Sundhedsteknologi, Bachelor
1 sep. 2016 → 30 jun. 2019
Dimissionsdato: 30 jun. 2019
Emneord
- Sundhedsteknologi
- sundhedsinformatik
- beslutningsstøttesystemer
- Data analyser
- data-driven modeling
- Maskinelæring
- Kunstig Intelligens (AI)
- Diabetes
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- 1 Lignende profiler
Samarbejde i de sidste fem år
Klik på punkterne for at se detaljerne.
Projekter
- 1 Igangværende
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ADAPT-T2D: Adherence through cloud-based Personalised Treatment for Type 2 Diabetes
Jensen, M. H. (Projektleder), Stoustrup, J. (PI (principal investigator)), Hangaard, S. (Projektdeltager), Larsen, T. K. (Projektdeltager), Thomsen, C. H. N. (Projektdeltager), Leth, J.-J. (Projektdeltager) & Ahdab, M. A. (Projektdeltager)
01/12/2019 → 30/10/2025
Projekter: Projekt › Forskning
Publikationer
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Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N., Hangaard, S., Kronborg, T., Vestergaard, P., Hejlesen, O. & Jensen, M. H., sep. 2024, I: Journal of Diabetes Science and Technology. 18, 5, s. 1185-1197 13 s.Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review
Åben adgangFil10 Citationer (Scopus)157 Downloads (Pure) -
Personalized Prediction of Change in Fasting Blood Glucose Following Basal Insulin Adjustment in People With Type 2 Diabetes: A Proof-of-Concept Study
Thomsen, C. H. N., Kronborg, T., Hangaard, S., Vestergaard, P., Hejlesen, O. & Jensen, M. H., maj 2025, I: Journal of Diabetes Science and Technology. 19, 3, s. 769-777 9 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
3 Citationer (Scopus) -
Modeling the fasting blood glucose response to basal insulin adjustment in type 2 diabetes: An explainable machine learning approach on real-world data
Thomsen, C. H. N., Kronborg, T., Hangaard, S., Vestergaard, P., Hejlesen, O. & Jensen, M. H., mar. 2025, I: International Journal of Medical Informatics. 195, 105758.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil18 Downloads (Pure) -
Developing an AI-Based clinical decision support system for basal insulin titration in type 2 diabetes in primary Care: A Mixed-Methods evaluation using heuristic Analysis, user Feedback, and eye tracking
Thomsen, C. H. N., Kronborg, T., Hangaard, S., Vestergaard, P. & Jensen, M. H., mar. 2025, I: International Journal of Medical Informatics. 195, 105783.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil35 Downloads (Pure) -
The intelligent diabetes telemonitoring using decision support to treat patients on insulin therapy (DiaTRUST) trial: study protocol for a randomized controlled trial
Thomsen, C. H. N., Nørlev, J. T. D., Hangaard, S., Jensen, M. H., Hejlesen, O., Cohen, S. R., Kofoed-Enevoldsen, A., Kristensen, S. N. S., Aradóttir, T. B., Kaas, A., Vestergaard, P. & Kronborg, T., 8 nov. 2024, I: Trials. 25, 1, 744.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil1 Citationer (Scopus)22 Downloads (Pure)
Forskningsdatasæt
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sj-xlsx-1-dst-10.1177_19322968221145964 – Supplemental material for Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N. (Ophavsperson), Hangaard, S. (Ophavsperson), Kronborg, T. (Ophavsperson), Vestergaard, P. (Ophavsperson), Hejlesen, O. (Ophavsperson) & Jensen, M. H. (Ophavsperson), Sage Journals, 24 dec. 2022
DOI: 10.25384/sage.21778393.v1, https://sage.figshare.com/articles/dataset/sj-xlsx-1-dst-10_1177_19322968221145964_Supplemental_material_for_Time_for_Using_Machine_Learning_for_Dose_Guidance_in_Titration_of_People_With_Type_2_Diabetes_A_Systematic_Review_of_Basal_Insulin_Dose_Guidance/21778393/1
Datasæt
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sj-xlsx-1-dst-10.1177_19322968221145964 – Supplemental material for Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N. (Ophavsperson), Hangaard, S. (Ophavsperson), Kronborg, T. (Ophavsperson), Vestergaard, P. (Ophavsperson), Hejlesen, O. (Ophavsperson) & Jensen, M. H. (Ophavsperson), Sage Journals, 24 dec. 2022
DOI: 10.25384/sage.21778393, https://sage.figshare.com/articles/dataset/sj-xlsx-1-dst-10_1177_19322968221145964_Supplemental_material_for_Time_for_Using_Machine_Learning_for_Dose_Guidance_in_Titration_of_People_With_Type_2_Diabetes_A_Systematic_Review_of_Basal_Insulin_Dose_Guidance/21778393
Datasæt
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sj-xlsx-2-dst-10.1177_19322968221145964 – Supplemental material for Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N. (Ophavsperson), Hangaard, S. (Ophavsperson), Kronborg, T. (Ophavsperson), Vestergaard, P. (Ophavsperson), Hejlesen, O. (Ophavsperson) & Jensen, M. H. (Ophavsperson), Sage Journals, 24 dec. 2022
DOI: 10.25384/sage.21778396, https://sage.figshare.com/articles/dataset/sj-xlsx-2-dst-10_1177_19322968221145964_Supplemental_material_for_Time_for_Using_Machine_Learning_for_Dose_Guidance_in_Titration_of_People_With_Type_2_Diabetes_A_Systematic_Review_of_Basal_Insulin_Dose_Guidance/21778396
Datasæt
-
sj-xlsx-2-dst-10.1177_19322968221145964 – Supplemental material for Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N. (Ophavsperson), Hangaard, S. (Ophavsperson), Kronborg, T. (Ophavsperson), Vestergaard, P. (Ophavsperson), Hejlesen, O. (Ophavsperson) & Jensen, M. H. (Ophavsperson), Sage Journals, 24 dec. 2022
DOI: 10.25384/sage.21778396.v1, https://sage.figshare.com/articles/dataset/sj-xlsx-2-dst-10_1177_19322968221145964_Supplemental_material_for_Time_for_Using_Machine_Learning_for_Dose_Guidance_in_Titration_of_People_With_Type_2_Diabetes_A_Systematic_Review_of_Basal_Insulin_Dose_Guidance/21778396/1
Datasæt
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Time for Using Machine Learning for Dose Guidance in Titration of People With Type 2 Diabetes? A Systematic Review of Basal Insulin Dose Guidance
Thomsen, C. H. N. (Ophavsperson), Hangaard, S. (Ophavsperson), Kronborg, T. (Ophavsperson), Vestergaard, P. (Ophavsperson), Hejlesen, O. (Ophavsperson) & Jensen, M. H. (Ophavsperson), Sage Journals, 2022
DOI: 10.25384/sage.c.6359383.v1, https://sage.figshare.com/collections/Time_for_Using_Machine_Learning_for_Dose_Guidance_in_Titration_of_People_With_Type_2_Diabetes_A_Systematic_Review_of_Basal_Insulin_Dose_Guidance/6359383/1
Datasæt
Aktiviteter
- 1 Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
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Girls' Day in Science AAU 2022
Andersen, A.-L. (Arrangør), Møller, K. V. (Arrangør), Hegelund, R. H. (Arrangør), Larsen, M. S. S. (Deltager), Napoleone, A. (Deltager), Fuglsig, L. V. (Deltager), Petersen, E. (Deltager), Andersen, K. H. (Deltager), Jonge, N. D. (Deltager), Quist-Jensen, C. A. (Deltager), Pedersen, E. J. (Deltager), Ponnaganti, P. (Deltager), Lykkemark, J. (Deltager), Svane, A. M. (Deltager), Haxvig, H. A. (Deltager), Otto, S. (Deltager), Ananjeva, A. (Deltager), Lechuga, M. M. L. (Deltager), Thomsen, C. H. N. (Deltager) & Pálsdóttir, Á. A. (Deltager)
5 okt. 2022Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
Presse/medier
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Tina Vilsbøll om årets EASD: Fantastisk både fagligt og socialt
13/10/2023
1 element af Mediedækning
Presse/medie
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Forskere udvikler nyt værktøj: Skal hjælpe med at finde den rigtige insulindosis
05/10/2023
1 element af Mediedækning
Presse/medie