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PhD student in Musculoskeletal Image Analysis with AI
PhD student in Musculoskeletal Image Analysis with AI
Develop algorithms for automated disease severity assessment and biomarker extraction from MRI and radiographs, leveraging federated learning to improve disease prediction and treatment insights.- Closing date 19-12-2025
- 1928
- 36 hours
- Research university
- Research & Education
- Closing date 19-12-2025
- 1928
Job description
We are seeking a PhD student to develop and apply advanced image analysis methods for the assessment of osteoarthritis from musculoskeletal images (MRI and plain radiographs). This project aims to evaluate imaging biomarkers from MRI and radiography as predictive, clustering, and surrogate markers for disease progression and treatment outcomes.
The tasks of the PhD student include:
- Development of algorithms for automated disease severity assessment and imaging biomarker extraction, with a focus on federated learning approaches.
- Extraction of semi-quantitative and quantitative image features from multiple imaging cohorts, contributing to improved understanding, stratification, and monitoring of osteoarthritis
Work environment
As a PhD student, you will be working in the Department of Radiology and Nuclear Medicine, together with approximately 400 colleagues in various roles.
You will be embedded in the BIGR and ADMIRE research groups, where you will work closely with a core team of imaging scientist, AI researchers, and clinicians. You will be part of an international, collaborative, open, and supportive work environment. Within the project, there is a close collaboration with researchers from other departments of the Erasmus MC (such as the Department of General Practice) as well as international partners.
Throughout the project, you will be supported by an enthusiastic group of researchers and clinicians with expertise in medical imaging, artificial intelligence, and osteoarthritis
Qualifications and skills
We are looking an enthusiastic and motivated candidate with a research-oriented and proactive attitude. You also are able to work both independently and as a member of a large multidisciplinary team.
Furthermore:
- Master’s degree in computer science, biomedical engineering, mathematics, or a related field.
- You are familiar with programming (e.g., Python).
- You have good scientific writing and presentation skills in English.
- You have a basic knowledge in medical imaging and AI.
- You have an affinity with imaging (analysis) and AI for medical applications, in particular musculoskeletal disorders such as osteoarthritis.
Before you apply please check our conditions for employment.
Terms of employment
- You will receive a temporary position for 4 years.
- The gross monthly salary is € 3.108,- in the 1st year and it gradually increases to€ 3.939,- (scale OIO) based on a full-time workweek of 36 hours.
- Excellent fringe benefits, such as a 13th month that is already paid out in November and a individual travel expense package.
- An International Office which aids you in preparing for you arrival and stay.
- Pension insurance with ABP. We take care of approximately 2/3 of the monthly contribution.
- Special benefits, such as a incompany physiotherapist and bicycle repairer. And there is also a gym where you can work on your fitness after work.
More information
Make this job your next career move! Apply now using the application button. It all starts with taking action.
Do you have questions about the role? Feel free to reach out to Jukka Hirvasniemi, Assistant Professor, via mail.
Applications should include a resume, a motivation letter and a list of courses and grades from your MSc studies.
No agencies please.
Application proces
Application proces
Step 1 - Apply
Did we get you excited about this position? Submit your application through the application button. You will receive a confirmation of receipt from our recruiter right away.
Step 2 - Selection
Based on your application, we check to see if there is a fit between us. We will let you know as soon as possible whether you are invited for an interview.
Step 3 - Job interview
You have been invited for an interview, great! In this first meeting we get to know each other and see if You can form an idea of the position, the department and Erasmus MC. If the interview goes well usually a second interview follows.
Step 4 - Offer and terms of employment
It’s a match! Your future manager will discuss your salary and employment with you. You will also receive more information about our other terms of employment.
Step 5 - Getting started
Your first working day has come! We are more than happy to have you. Your new department will give you a warm welcome and provide you with all the information you need. Enjoy your job at Erasmus MC!
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Erasmus MC is an international leading academic hospital in Rotterdam. We are recognized as a world-class scientific research organization aiming to improve our understanding of diseases and disorders and helps to predict, treat and prevent them. We have access to the latest equipment and techniques. A working environment that gets the best out of people.
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