Masterthesis - Machine learning for simulation of physical effects in x-ray
Location
Forchheim, Landkreis Forchheim | Germany
Job description
Mode of Employment : Fixed Term / 35h/Woche
Do you want to help create the future of healthcare? Our name, Siemens Healthineers, was selected to honor our people who dedicate their energy and passion to this cause. It reflects their pioneering spirit combined with our long history of engineering in the ever-evolving healthcare industry.
We offer you a flexible and dynamic environment with opportunities to go beyond your comfort zone in order to grow personally and professionally. Sound interesting?
Then come and join our global team as Master Student (f/m/d) to write your thesis in the field of machine learning for simulation of physical effects in x-ray images. Choose the best place for your work - Within the scope of this position, it is possible, in consultation with your manager, to work mobile (within Germany) up to an average volume of 60% of the respective working hours.
Your tasks and responsibilities: - You research Literature on generative AI Models and physics-informed machine learning
- You design, implement and evaluate a simulation pipeline for realistic X-ray images from Cone-Beam CT volumes
- You apply a model for synthetic data generation in interventional X-ray imaging
To find out more about the specific business, have a look at
Your qualifications and experience: - You are studying in the fields of physics, computer science, medical engineering or related
- You have prior knowledge in X-ray physics and CT reconstruction
- You are familiar with modern machine learning frameworks like Pytorch, TensorFlow or Jax
- Programming languages Python, C++ is a plus
Your attributes and skills: - You are fluent in English, German is a plus
- You have a high motivation to tackle challenging technical problems
- You have a structured and independent way of working
- If you want to create the future of healthcare together with us, we are waiting for your application!
Our global team: Siemens Healthineers is a leading global medical technology company. 71,000 dedicated colleagues in over 70 countries are driven to shape the future of healthcare. An estimated 5 million patients across the globe benefit every day from our innovative technologies and services in the areas of diagnostic and therapeutic imaging, laboratory diagnostics and molecular medicine, as well as digital health and enterprise services.
Our culture: Our culture embraces different perspectives, open debate, and the will to challenge convention. Change is a constant aspect of our work. We aspire to lead the change in our industry rather than just react to it. That's why we invite you to take on new challenges, test your ideas, and celebrate success.
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As an equal opportunity employer, we welcome applications from individuals with disabilities.
Wish to find out more before applying? Contact us:
[email protected], if you wish to discuss any initial questions with our recruitment team.
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Siemens Healthineers Germany was awarded the Great Place to Work® certificate.
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