PhD Candidate Deepfakes in Radiology

Over de functie

Artificial intelligence is increasingly used in medical imaging, but the evidence required to demonstrate that these systems are safe and reliable is still evolving. In this PhD project, you will investigate when and how synthetic medical imaging data can be used as evidence in the development and regulatory evaluation of medical device AI. The project is part of COMPASS4MD, a Horizon Europe consortium developing new methodologies for evaluating clinical evidence for medical devices.

Your work will combine technical evaluation of synthetic imaging data with regulatory science and research methodology. You will study how synthetic imaging data are currently used in research and regulatory submissions, experimentally assess their quality and fitness for different purposes, and translate these findings into evidence requirements for regulatory use.

Wat ga je doen?

• Analyze medical imaging datasets and evaluate synthetic image generation methods.
• Conduct a structured review of the scientific and regulatory landscape.
• Interview stakeholders including regulators, notified bodies and AI developers.
• Contribute to a multi-round Delphi study to develop minimum evidence standards.

Wat vragen wij?

• An MSc degree in Artificial Intelligence, Data Science, Computer Science, Biomedical Engineering, Technical Medicine, Medical Image Analysis, Medical Informatics, or a closely related discipline.
• Experience with Python and machine learning, preferably applied to medical imaging or computer vision.
• Strong organisational skills and the ability to communicate with technical, clinical, and regulatory stakeholders.
• Working proficiency in English (C1–C2).

Solliciteer direct via de knop hieronder en draag bij aan de toekomst van medische AI-regulering!

Belangrijkste verantwoordelijkheden

• Analyze medical imaging datasets and evaluate synthetic image generation methods

• Conduct a structured review of the scientific and regulatory landscape

• Interview stakeholders including regulators, notified bodies and AI developers

• Contribute to a multi-round Delphi study to develop minimum evidence standards

Vereisten

• MSc degree in Artificial Intelligence, Data Science, Computer Science, Biomedical Engineering, Technical Medicine, Medical Image Analysis, Medical Informatics or related discipline

• Experience with Python and machine learning

• Critical understanding of AI model development and evaluation

• Working proficiency in English (C1-C2)

Secundaire arbeidsvoorwaarden

• Extra beloning (bijv. 13e maand, vaste eindejaarsuitkering)
• Pensioen
• Reiskostenvergoeding