Showing cs.CVShow all
2 papers · 1 filter
cs.CV2025
Is Uncertainty Quantification a Viable Alternative to Learned Deferral?
Anna M. Wundram, Christian F. Baumgartner
Artificial Intelligence (AI) holds the potential to dramatically improve patient care. However, it is not infallible, necessitating human-AI-collaboration to ensure safe implementa…
cs.CV2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration
Leonard Siegert, Paul Fischer, Mattias P. Heinrich +1
Deformable image registration is fundamental to many medical imaging applications. Registration is an inherently ambiguous task often admitting many viable solutions. While neural…