Healthy AI lab – Nijmegen

A collaboration between Siemens Healhtineers, UMC Groningen, Radboud UMC, and the University of Twente.

Hanzeplein 1, 9713 GZ Groningen // Geert Grooteplein Zuid 10, 6525 GA Nijmegen

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The HEALTHY-AI Lab centers its research on three core themes: medical imaging, AI in prostate MRI and health.

 

To drive these advancements, the lab leverages key technical AI components, focusing primarily on:

 

  • Computer Vision 

  • Decision Making 

  • Information Retrieval

  • Natural Language Processing

  • Machine Learning

 

With a commitment to socially aware, explainable, and responsible systems.

 

 

Sustainable Development Goals

About the lab

The AI for Agro-Food Lab is dedicated to developing trustworthy, robust artificial intelligence (AI) technology for use in healthcare, with a primary focus on assisting with prostate cancer diagnosis using magnetic resonance imaging (MRI) and exploring the ethical challenges of achieving trustworthy AI.

 

The lab’s mission and vision are to improve, for prostate MRI, health coverage by cost-effective AI-enabled workflows and access to quality healthcare services through AI-supported diagnosis.

 

The impact of the lab lies in maximizing the quality of care, reducing healthcare costs, and reallocating time from routine decision-making to human-centric care for prostate cancer patients.

 

Research projects

Model-driven AI methods for prostate MRI analysis: aims to develop AI methods for prostate MRI analysis that are repeatable, reproducible, and safe.

AI-assisted clinical pathway analysis: aims to develop methods that can handle pathway analysis data and provide trustworthy predictions. Pathway

Prostate MRI detection AI – Scientific quality management for repeatability and safety: aims to provide AI-based solutions for MRI detection in a continuous feedback framework.

AI-assisted MRI surveillance of prostate cancer: aims to develop AI that can optimally interpret imaging follow-up.

AI-assisted MR acquisition and steering: aims to develop AI that helps MRI to scale up to widespread clinical adoption.

Publications

Healthy AI Lab

2026

Shojaei, S.; Yakar, D.; Vellinga, N.; Bozgo, V.; Kwee, T.; Huisman, H.; Bonnici, J. P. M.

The AI Act and the MDR post-market requirements for semiautonomous AI SaMD: a radiology case study in prostate cancer Journal Article

In: Abdominal Radiology, 2026, ISSN: 2366-0058.

Abstract | Links | BibTeX

People

Partners

The Radboud University Medical Center (Radboudumc) is the teaching hospital affiliated with the Radboud University, in the city of Nijmegen in the eastern-central part of the Netherlands.

University Medical Center Groningen, formerly Groningen University Hospital, is the main hospital in Groningen, Netherlands. The medical centre is affiliated with the University of Groningen and offers supraregional tertiary care to the northern part of the Netherlands.

Siemens Healthineers is a German company which provides healthcare services. Siemens Healthineers is the parent company for several medical technology companies and is headquartered in Erlangen, Germany.

University of Twente is a public technical university located in Enschede, Netherlands.

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