97 citations · 256 across the 4 of their papers we have counts for
5 papers
DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images
Michael Götz, Christian Weber, Franciszek Binczyk +7
We propose a new method that employs transfer learning techniques to effectively correct sampling selection errors introduced by sparse annotations during supervised learning for a…
Frobenius integrability of certain -forms on singular spaces
Junyan Cao, Andreas Höring
Demailly proved that on a smooth compact Kähler manifold the distribution defined by a holomorphic -form with values in an anti-pseudoeffective line bundle is always integrable.…
A Deep Variational Approach to Clustering Survival Data
Laura Manduchi, Ričards Marcinkevičs, Michela C. Massi +9
In this work, we study the problem of clustering survival data a challenging and so far under-explored task. We introduce a novel semi-supervised probabilistic approach to clus…
Common Limitations of Image Processing Metrics: A Picture Story
Annika Reinke, Minu D. Tizabi, Carole H. Sudre +90
While the importance of automatic image analysis is continuously increasing, recent meta-research revealed major flaws with respect to algorithm validation. Performance metrics are…
Determination of the Defining Boundary in Nuclear Magnetic Resonance Diffusion Experiments
Frederik Bernd Laun, Tristan Anselm Kuder, Wolfhard Semmler +1
While nuclear magnetic resonance diffusion experiments are widely used to resolve structures confining the diffusion process, it has been elusive whether they can exactly reveal th…