Postdoc Position on Deep Learning for Inverse Problems in Medical Imaging

Postdoc Position on Deep Learning for Inverse Problems in Medical Imaging

Published Deadline Location
13 Jun 30 Jun Enschede

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Job description

Medical image analysis, inverse problems in medical imaging and machine learning are becoming more and more intertwined in theory as well as in applications. We are looking for a postdoctoral candidate to work on the development of new machine learning methods at the interface of mathematical imaging, inverse problems, and medical image analysis. Potential research topics include learned image reconstruction, geometric deep learning, physics-informed neural networks, and implicit neural representations for 4D imaging.

The research will be conducted in the [Mathematics of Imaging & AI]( group of the Department of Applied Mathematics of the University of Twente. We are a growing research group at the intersection of inverse problems, geometric deep learning, and physics-informed machine learning with applications in medical imaging. We closely work with collaborators in hospitals and industry and are strongly involved in activities around AI in our university's Technical Medical Center [(TechMed)]( and Digital Society Institute [(DSI).](

This position is part of a national 4TU program on [Precision Medicine]( that includes four technical universities and several academic hospitals. As such, you are expected to collaborate with physicians and physicists on the combination of model-driven and data-driven approaches for image formation and analysis in a range of imaging modalities, including MRI, CT, and ultrasound.


University of Twente (UT)


  • We are looking for an enthusiastic postdoctoral researcher with an interest in machine learning and medical imaging.
  • The ideal candidate has a PhD in applied mathematics, computer science or a related field.
  • You have a strong publication record in international conferences and journals relating to machine learning, medical image analysis or mathematical imaging and inverse problems.
  • You have programming experience in libraries such as TensorFlow/PyTorch/JAX.

Conditions of employment

  • You will be appointed for a period of maximum of one year full-time within a very stimulating scientific environment. The university offers a dynamic ecosystem with enthusiastic colleagues.
  • Your salary and associated conditions are in accordance with the collective labour agreement for Dutch universities (CAO-NU);
  • Gross salary between € 3.420,- and €4.490,- per month depending on experience and qualifications;
  • Excellent benefits including a holiday allowance of 8% of the gross annual salary, a year-end bonus of 8.3% and a solid pension scheme;
  • Between 29 and 41 leave days in case of full-time employment;
  • Excellent support for research and facilities for professional and personal development.
  • We encourage a high degree of responsibility and independence, while collaborating with close colleagues, researchers and other university staff.
  • We are also a family-friendly institution that offers parental leave (both paid and unpaid) and career support for partners.


  • Postdoc
  • Engineering
  • max. 40 hours per week
  • €3420—€4490 per month
  • Doctorate
  • 636


University of Twente (UT)

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Drienerlolaan 5, 7522NB, Enschede

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