147 citations · 306 across the 13 of their papers we have counts for
4 papers · 1 filter
Maximum Likelihood Estimation of Head Motion using Epipolar Consistency
Alexander Preuhs, Nishant Ravikumar, Michael Manhart +5
Open gantry C-arm systems that are placed within the interventional room enable 3-D imaging and guidance for stroke therapy without patient transfer. This can profit in drastically…
User Loss -- A Forced-Choice-Inspired Approach to Train Neural Networks directly by User Interaction
Shahab Zarei, Bernhard Stimpel, Christopher Syben +1
In this paper, we investigate whether is it possible to train a neural network directly from user inputs. We consider this approach to be highly relevant for applications in which…
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion
Christopher Syben, Bernhard Stimpel, Jonathan Lommen +3
In this paper, we derive a neural network architecture based on an analytical formulation of the parallel-to-fan beam conversion problem following the concept of precision learning…
Projection image-to-image translation in hybrid X-ray/MR imaging
Bernhard Stimpel, Christopher Syben, Tobias Würfl +5
The potential benefit of hybrid X-ray and MR imaging in the interventional environment is large due to the combination of fast imaging with high contrast variety. However, a vast a…