Phd Position

**What you can expect**: Project background and aims**:MRI of peripheral nerves, MR neurography,**
- is a complementary and non-invasive diagnostic tool for evaluating peripheral nerve diseases. It enables morphological investigation of proximal and deeply situated nerve segments but is limited by the MRN sequence characteristics, such as being 2-D with limited anatomical coverage due to long acquisition times (e.g. ~1 hour for an entire lower extremity), and sensitivity to motion artifacts. These challenges limit their extended use despite their potential of shedding new insights into nerve pathology.
- This project aims to develop an entirely new MRN sequence with an automated AI-based postprocessing tailored for assessing the nerve morphology including a substructural analysis of nerve fascicles and quantification of lesions at high resolution and large coverage.
- The work of the PhD student involves developing AI-based image segmentation methods for nerves and muscles, proposing novel substructural markers for nerve compartmentalization, and performing data analysis of the extracted clinical parameters.
- The developed methodology will be validated in a clinical study involving healthy volunteers and patients.
- Alongside this PhD position, another PhD student will work on MR sequence development, complementing a strong team to deliver next generation MR neurography.

**Your Profile**:

- You have a MSc degree in electrical or biomedical engineering, computational sciences, physics, mathematics, or related field. Familiarity with AI/ML is a plus
- You are at ease with programming, image processing and data analysis
- Prior experience with programming and image processing is an advantage
- Strong team spirit and ability to work autonomously with a willingness to learn
- Excellent oral and written skills in English. German and French are a plus

**What we offer**: You will join an international research project lead by the Department of Neurology at the Inselspital Bern / the Department of Biomedical Research of the University of Bern, Switzerland in close collaboration with the NMR Laboratory, Institute of Myology in Paris, France. Both institutes host Siemens 3T scanners and additionally a 7T in Bern. Modern GPU clusters are available at the Inselspital Bern and the University of Bern. The position is funded by the Swiss National Science Foundation and available for 3.5 years. The prospective PhD student will enroll in the Graduate School of Biomedical Engineering at the University of Bern and be supervised by PD Dr. med. Olivier Scheidegger (physician) and PD Dr. Richard McKinley (AI scientist).

**First rate training and further education**
- Our university clinics and institutes are “A” grade training organisations
- Support with individual professional progression and career paths
- Competent onboarding

weiterbildung

**First rate training and further education**
- Our university clinics and institutes are “A” grade training organisations
- Support with individual professional progression and career paths
- Competent onboarding

weiterbildung

**Research partnerships**
- In partnership with the University of Bern, we offer the opportunity to participate in national and international research networks

forschungskooperationen

**Research partnerships**
- In partnership with the University of Bern, we offer the opportunity to participate in national and international research networks

forschungskooperationen

**Equal opportunities and diversity**
- We promote a corporate culture which recognises the value of diversity as an asset
- We are committed to ensuring equality between men and women
- We do not tolerate discrimination in any form

chancengleichheit

**Equal opportunities and diversity**
- We promote a corporate culture which recognises the value of diversity as an asset
- We are committed to ensuring equality between men and women
- We do not tolerate discrimination in any form

chancengleichheit
- Location Inselspital, Universitätsspital
- Organisation
- Medical division neuro
- Area Department of Neurology
- Workload
- 100 %
- Start
- Entry immediately or upon agreement
Temporary 3-4 years
- Reference
- 18220
- Type of Contract
- Temporary
- Work Location
- Inselspital, Universitätsspital Bern
Freiburgstrasse, CH-3010 Bern
Schweiz

For further information please contact
**Olivier Scheidegger