Projects per year
Personal profile
Teaching profile
I am deeply committed to teaching at Aalborg University, with a particular focus on the master’s program in Clinical Science and Technology. I have supervised over 60 student's projects spread out on Clinical Science and Technology, 1st, 3rd, and 4th (theses) semester projects, Public Health semester projects on bachelor level, 2nd semester on Medicine and Medicine with Industrial Specialization, as well as case modules in Medicine and Medicine with Industrial Specialization, 1st and 2nd semester at bachelor level. Additionally, I have taught the courses on master level: Scientific Methods and Communication and Evidence-Based Medicine. Finally, I have taught the PhD course Fundamentals of Clinical Data Science. From September 2024, I will run the course Design og Evaluation of Digital Health Systems at master level, which I have designed and am responsible for. At the University of Tromsø, (UiT), The Arctic University of Norway, I have both supervised supervisors in Problem-Based Learning as well as supervised students on projects on their 3-years Experienced Based Master’s program Digital Health Services. Problem-based learning is my foundational approach in all my endeavors, and I have an in-depth understanding of the implementation and execution of problem-based learning in both supervisory and teaching activities.
Administrative profile
I am a member of the Study Board for Health and Technology, Aalborg University
Research profile
My research time is particularly devoted to the domains: diabetic foot ulcers, ketoacidosis, both stemming from the chronic disease diabetes. Continuous glucose monitoring (CGM) is a tool frequently used for patients with type 2 diabetes to manage and gain insight into blood glucose levels, and CGM data thus plays a significant role in my research as a data source for use in machine learning contexts and randomized controlled trials. Additionally, I have expertise in telemedicine and health technology, particularly focusing on the design and evaluation of health technologies within clinical contexts to ensure their usability, effectiveness, and integration into healthcare workflows. Key competencies I possess include planning through protocol development for ethical review boards, project management, conducting data analysis, and disseminating results.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
University Pedagogy Programme
Award Date: 12 Oct 2022
PhD, An Evidence-Based Learning Tool for Foot Ulcer Care in Diabetes
Award Date: 8 Oct 2020
M.Sc. in Clinical Science and Technology
Award Date: 20 Jun 2014
B.Sc. in Nursing
Award Date: 20 Jan 2012
External positions
Department of Computer Science, Faculty of Science and Technology, University of Tromsø - The Arctic University of Norway (UiT)
2022 → …
Keywords
- Problem Based Learning
- Medicine
- Biomedical Engineering
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Collaborations from the last five years
Projects
- 1 Finished
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Sten-O Starter Kliniske Effekter
Cichosz, S. L. (PI), Bender, C. (PI), Jensen, M. H. (PI) & Hejlesen, O. (PI)
01/09/2020 → 31/12/2023
Project: Research
Research output
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Artificial intelligence in nursing: driving a new standard in patient care
Bender, C., Pessoto Hirata, R., Kronborg, T. & Cichosz, S. L., 12 May 2025, In: Texto & Contexto Enfermagem. 34Research output: Contribution to journal › Editorial
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Comparison of Machine Learning Algorithms for Predicting Admission in Intensive Care Units
Fabrizzio, G. C., de Oliveira, L. M., Costa, D. G. D., Santos, J. L. G. D., Jensen, R., Lorenzini, E., Bender, C., Cichosz, S. L. & Erdmann, A. L., 2025, In: Journal of Medical Artificial Intelligence. 8, 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Diabetic Foot Ulcers and Amputations
Bender, C., Vestergaard, P. & Cichosz, S. L., 1 Jan 2025, The Palgrave Encyclopedia of Disability. Palgrave MacmillanResearch output: Contribution to book/anthology/report/conference proceeding › Book chapter › Communication
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Early Detection of Elevated Ketone Bodies in Type 1 Diabetes Using Insulin and Glucose Dynamics Across Age Groups: Model Development Study
Cichosz, S. & Bender, C., 10 Apr 2025, In: JMIR Diabetes. 10, e67867.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Downloads (Pure) -
Explainable Machine Learning-Based Approach to Identify People at Risk of Diabetes using Physical Activity Monitoring
Cichosz, S. L., Bender, C. & Hejlesen, O., Mar 2025, In: BioMedInformatics. 5, 1, 1.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile23 Downloads (Pure)
Datasets
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The Effectiveness of Telemedicine Solutions in Type 1 Diabetes Management: A Systematic Review and Meta-analysis
Udsen, F. W. (Creator), Hangaard, S. (Creator), Bender, C. (Creator), Andersen, J. (Creator), Kronborg, T. (Creator), Vestergaard, P. (Creator), Hejlesen, O. (Creator) & Laursen, S. (Creator), Sage Journals, 2022
DOI: 10.25384/sage.c.5835671, https://sage.figshare.com/collections/The_Effectiveness_of_Telemedicine_Solutions_in_Type_1_Diabetes_Management_A_Systematic_Review_and_Meta-analysis/5835671
Dataset
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The Effectiveness of Telemedicine Solutions in Type 1 Diabetes Management: A Systematic Review and Meta-analysis
Udsen, F. W. (Creator), Hangaard, S. (Creator), Bender, C. (Creator), Andersen, J. (Creator), Kronborg, T. (Creator), Vestergaard, P. (Creator), Hejlesen, O. (Creator) & Laursen, S. (Creator), Sage Journals, 2022
DOI: 10.25384/sage.c.5835671.v1, https://sage.figshare.com/collections/The_Effectiveness_of_Telemedicine_Solutions_in_Type_1_Diabetes_Management_A_Systematic_Review_and_Meta-analysis/5835671/1
Dataset