Master Thesis Scatter Estimation in Computed Tomography
Based in Sweden
Core
Develop a physics-based algorithm (Rainbow) to estimate and subtract X-ray scatter in Cone Beam Computed Tomography (CBCT) images for cancer radiotherapy.
Role type
Master's thesis researcher (computational imaging/physics)
Builds
Physics-based scatter estimation algorithm (Rainbow) for CBCT reconstruction
Domain
Medical imaging, radiation therapy, X-ray physics
Deliverable
production ML models
Required skills
Python programming, statistics, numerical methods
Preferred skills
Rust programming, GPU computing, Monte Carlo simulations, X-ray lab work
Technologies
Rust, Python, GPU
Responsibilities
Evaluate Rainbow's performance against AI models, improve physical models of scattering, optimize algorithm implementation for speed, develop mathematical methods for convergence
Seniority
Master's student level