1 code implementation • 27 Jul 2023 • Vincent Bürgin, Raphael Prevost, Marijn F. Stollenga
We introduce a simple pipeline that employs a standard prediction with a U-Net, followed by a single graph neural network to associate and classify vertebrae with full orientation.
1 code implementation • 19 Jul 2023 • Matteo Ronchetti, Wolfgang Wein, Nassir Navab, Oliver Zettinig, Raphael Prevost
Our method is several orders of magnitude faster than local patch-based metrics and can be directly applied in clinical settings by replacing the similarity measure with the proposed one.
no code implementations • 6 May 2022 • Viktoria Markova, Matteo Ronchetti, Wolfgang Wein, Oliver Zettinig, Raphael Prevost
Multi-modal registration is a required step for many image-guided procedures, especially ultrasound-guided interventions that require anatomical context.