2 citations · 2 across the 3 of their papers we have counts for
3 papers
Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology
Nico Stucki, Vincent Bürgin, Johannes C. Paetzold +1
In this work, we propose an efficient algorithm for the calculation of the Betti matching, which can be used as a loss function to train topology aware segmentation networks. Betti…
On the Localization of Ultrasound Image Slices within Point Distribution Models
Lennart Bastian, Vincent Bürgin, Ha Young Kim +4
Thyroid disorders are most commonly diagnosed using high-resolution Ultrasound (US). Longitudinal nodule tracking is a pivotal diagnostic protocol for monitoring changes in patholo…
Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks
Vincent Bürgin, Raphael Prevost, Marijn F. Stollenga
Automatic vertebra localization and identification in CT scans is important for numerous clinical applications. Much progress has been made on this topic, but it mostly targets pos…