PhD student position
Saturday 3rd June 2023
Organization CIBM Center for Biomedical Imaging, University of Lausanne
Location Lausanne, Switzerland
Title PhD student position
Email Address firstname.lastname@example.org
Description This PhD thesis is funded by the Swiss National Research Foundation in Switzerland which supported the research project "Tackling domain shifts in pediatric neuroimaging: bridging advanced computational MR techniques and clinical practice" (205320-215641). The project tackles these two important domain shifts in pediatric MRI, linked to the magnetic field strengths and to population gaps. The PhD candidate will develop deep learning approaches, primarily in the areas of generative modeling and representation learning to overcome domain-shift robust methods for motion estimation, super-resolution reconstruction and segmentation of fetal and newborn brain MRI. The developed methods will be applied at low-field (0.55T) and high field (1.5T and 3T) MRI acquisitions.