1. Latest articles

The latest scientific publications of our department with a short summary.

Linking theory and practice to advance sustainable healthcare: the development of maturity model version 1.0

Sustainability is playing an increasingly important role in healthcare organizations, but improving the environmental impact in healthcare remains a challenge. The aim of this research is to develop a model that allows healthcare professionals to assess and improve the sustainability performance of their organization or department. Do you want to learn more? Click here for more information.

Marieke Sijm et al

    Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency

    This study looked at two different methods to measure the effect of organizational factors on ICU performance in Brazil and Uruguay. The used methods were causal random forest and linear regression modelling. Both methods found that the number of nurses per ten beds improved ICU efficiency. Causal random forest was able to spot areas where overall results might not seem significant. This approach could help hospital managers to improve ICU efficiency.

    Ferishta Raiez, et el. DOI: 10.1016/j.ijmedinf.2024.105568

    Adult outcomes of childhood kidney replacement therapy in Europe from 2008 to 2019: an ERA Registry study

    This study focused on young adults who began kidney replacement therapy during childhood. Almost 3000 patients were included. Results showed that having a kidney transplant at age 18 led to better outcomes than being on dialysis, but these patients still had a shorter life expectancy compared to the general population. Between 18 and 23 years, about 20% of the kidney transplant patients lost their graft, and one-third of the patients remained on dialysis. Want to learn more? Click here for more information.

    Iris Montez de Sousa et al. DOI:10.1093/ndt/gfae189

    An Exploration of Dutch Dermatologists' Experience and Satisfaction With Teledermatology: Sociotechnical and Complex Adaptive System Perspective

    This study aims to understand how Dutch dermatologists experienced teledermatology. Results of the web-based questionnaire showed that dermatologists had a positive experience with teledermatology. However, the insufficient quality and incompleteness of the clinical content (photos and anamneses information) of the teledermatology consultation impacted the efficiency of the teledermatology workflow and thus needs improvements. The panel discussion enriched and confirmed the responses. Want to learn more? Click here for more information.

    Femke van Sinderen et al. DOI: 10.2196/56723

    The use of artificial intelligence to optimize medication alerts generated by clinical decision support systems: a scoping review

    This scoping review identified studies that used Artificial Intelligence (AI) to optimize medication alerts in hospitals. The researchers found 10 relevant studies, with only 30% reporting both statistical and clinical outcomes. Alerts optimized using AI-based methods resulted in a decreased alert burden, increased identification of inappropriate or atypical prescriptions, and enabled prediction of user responses.  Two of the 10 studies implemented AI alerts in hospitals, and none underwent external validation. Want to learn more? Click here for more information.

    Jetske Graafsma, Rachel Murphy et al. DOI: 10.1093/jamia/ocae076


    2. PhD theses

    The latest PhD theses of our department.


    3. Research in the spotlight

    Researchers of our department in the spotlight! With a visual summary and a short interview. Curious? Click on the figures to find out more.

    Federated learning in the healthcare setting

    Interview with Sebastian van der Voort, researcher on Quality of care (IT systems), Methods in Medical Informatics and Reusable Health Data

    Detecting unreliable predictions of ML models

    Interview with Giovanni Cinà, researcher on Methods in Medical Informatics

    Making medical terms patient-friendly

    Interview with Hugo van Mens, researcher on Reusable Health Data


    4. Broodje MedInfo (Sandwich MedInfo)

    🍞 Are you interested in or working on a data-driven (research) project in healthcare? And would you like to know more about best practices for your project? Then broodje MedInfo is for you!

    This online event includes research results, tips for your own data project and time for questions.

    Broodje MedInfo: Quality registrations

    Nicolette de Keizer and Ferishta Bakhshi-Raiez presented, in Dutch, results of continuous improvement using a quality registration in specialist medical care and the implications of a new Dutch law.

    Slides: Broodje MedInfo Quality registrations

    Broodje MedInfo: LLMs

    Iacer Coimbra Alves Cavalcanti Calixto presented, in English, the opportunities and challenges of Large Language Models in healthcare. Including patient privacy, model interpretability, and reducing administrative burden.

    Slides: Broodje MedInfo LLMs

    Broodje MedInfo: FAIR

    Ronald Cornet presented in the first edition, in Dutch, the importance of the FAIR (Findable, Accessible, Interoperable, Reusable) Principles and how you can apply them in projects. Look here for the tips from the Q&A.

    Slides: Broodje MedInfo FAIR


    5. Podcast Health Informatics (in Dutch)

    All podcasts


    6. Technical reports

    Check here for all our technical reports!