I just finished my masters at UiO where I worked with expressing uncertainty in deep learning.
Deep learning for medical imaging can also benefit from uncertainty estimates, because the outcome can give unwanted consequences.
Due to complex image data and deep networks approximations has to be made in order for it to become tractable with uncertainty estimation.
I am looking forward to be a part of this group.