1 code implementation • 5 Oct 2020 • Moritz Platscher, Jonathan Zopes, Christian Federau
We demonstrate with the example of ischemic stroke that an improvement in lesion segmentation is feasible using deep learning based augmentation.
no code implementations • 11 Aug 2020 • Jonathan Zopes, Moritz Platscher, Silvio Paganucci, Christian Federau
The segmentation quality is quantified using the Dice metric for a total of 27 anatomical structures.
no code implementations • 24 Jun 2020 • Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce, Jeremy J. Heit, Eric Tranvinh, Christian Federau
We show that high quality, diverse and realistic-looking diffusion-weighted magnetic resonance images can be synthesized using deep generative models.