As a leading university hospital with a rich tradition, the Inselspital is part of the Insel Group and is a centre of medical expertise and high technology with an international reputation as well as being a first-class training and research centre.
The challenge
As part of the Innosuisse project 'Advanced Stroke Analytics Platform' (ASAP) between the Inselspital, the Advanced Clinical Imaging Technology group of Siemens Healthineers, and the CHUV Radiology Department, we are recruiting a motivated post-doctoral researcher for two years to develop predictive algorithms for MRI stroke imaging. We will leverage recent advances in algorithms and tooling to develop federated deep learning algorithms that enable joint training of high-capacity deep neural networks while allowing each hospital to keep their data private. The candidate will be expected to develop and implement new algorithms, present work at conferences and in journal publications, collaborate with local and international researchers, help supervise junior researchers including PhDs and Master students, participate in grant submissions, and to interact fruitfully with radiologists, clinicians, and our industrial R&D partners.
Your profile
The ideal candidate will be highly motivated to develop solutions to real-world problems: prior experience with medical imaging is appreciated but not required. Ability to work in a multidisciplinary team is essential.
- PhD in a scientific discipline with a strong mathematical and computational component.
- Good knowledge of python and experience with Tensorflow or Pytorch
- Publications with a substantial machine/deep learning component
The package
- Dynamic, international workgroup
- We embrace diversity and equal opportunity
- Flexible working and home office available
- Develop your scientific career with a multi-institution project with industrial partners
Contact
For further information or questions, please contact:
Dr. Richard McKinley
Senior Researcher
Phone +41 31 632 00 07
Prof. Roland Wiest
Deputy Physician-in-Chief
Phone +41 31 632 26 55
INSELSPITAL
3010 Bern