Research Associate* in Trustworthy MRI Reconstruction with Uncertainty Modelling
Core
Developing advanced probabilistic deep learning methods to quantify and evaluate uncertainty for AI-based MRI reconstruction, enabling robust and adaptive deployment in clinical practice.
Role type
Research Associate/Assistant (Post-doctoral/Pre-doctoral) in Medical Imaging AI
Builds
Probabilistic deep learning models for MRI reconstruction
Domain
Medical Imaging / Deep Learning / Uncertainty Modelling
Deliverable
production ML models
Required skills
Probabilistic/Bayesian deep learning, uncertainty modelling, machine learning, computer vision, medical imaging
Preferred skills
Deep generative models, active learning
Technologies
Deep learning frameworks (implied by context)
Responsibilities
Plan research initiatives, conduct original research, write and submit scientific papers, present at international conferences, open-source experimental software prototypes, assist in supervising research students
Seniority
Research Associate (PhD required) or Research Assistant (Master's required)
