Master thesis Machine Learning - RaySearch Laboratories at RaySearch Laboratories AB (publ)

Posted 2 weeks ago

Elin S, Junior Machine Learning Engineer

We offer master thesis projects in the following areas:

1. Machine learning for medical imaging 

We are looking to improve existing deep learning methods for image segmentation, image generation and image registration. There are several directions for master thesis projects in this area: What is the effect of different deep learning architectures? How do we handle noisy training data? How much training data is actually needed and how do we know if the output from the models is good enough?

2. Machine learning for treatment planning

Today we use deep learning to generate radiation treatment plans. Master thesis projects can explore new methods in this area such as machine specific features, adaptive treatment planning, quality assurance and machine learning guided optimizations.

Starting your career at RaySearch

Joining RaySearch as a Master Thesis Student, you will:

… get a solid introduction to our company, products and ways of working.

…become part of a rapidly growing, global Swedish company with head office and R&D department in Stockholm with a chance of full-time employment after graduation.

… join 200 well-educated and dedicated engineers who enjoy knowledge sharing, problem solving and working in teams.

… work with cutting-edge technology for cancer treatment. Your daily work will contribute to improve cancer treatments for patients all over the world.

Who can apply?

Master thesis students with a big interest in machine learning who will start your project in January 2023. 

We believe that you are a master student, for example within in machine learning, computer science, mathematics, or statistics. You have a great interest in software development and contributing to our mission. Programming skills, relevant hobby projects and summer/part time jobs within development and/or Machine Learning are highly valued. In order to be able to contribute to this project, you are a self-motivated and structured person.

Qualifications:

  • Knowledge in Python development
  • Hands-on experience with PyTorch and/or TensorFlow
  • Experience in machine learning in computer vision and technical report writing
Attention: Often you need a pre-approval from your university or study counselor, to ensure that projects or thesis found on Graduateland will be accepted as part of your education. Please contact the right entity in due time to ensure that you're picking the right project.