Master Thesis Automatic CT/MR image registration
On-site
Core
Develop fully automatic methods for detecting fiducial marks and registering CT/MR brain images to improve stereotactic neuro radiotherapy planning.
Role type
Master's thesis researcher (medical image processing)
Builds
Automated image registration algorithms for the Leksell Gamma Plan treatment planning system
Domain
Medical imaging / Stereotactic neuro radiotherapy
Deliverable
production ML models
Required skills
Image processing, Computer vision, Algorithm prototyping, Metric design, Robustness evaluation
Preferred skills
Image handling, Graphics
Technologies
CT, MR, Gamma Knife
Responsibilities
Propose and prototype methods for automatic fiducial mark detection, Develop automatic image registration algorithms, Define quality assurance metrics, Evaluate robustness and accuracy against current methods