1 code implementation • 1 Sep 2023 • Lennart Bastian, Vincent Bürgin, Ha Young Kim, Alexander Baumann, Benjamin Busam, Mahdi Saleh, Nassir Navab
We demonstrate that our multi-modal registration framework can localize images on the 3D surface topology of a patient-specific organ and the mean shape of an SSM.
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 • 15 Apr 2023 • Lennart Bastian, Alexander Baumann, Emily Hoppe, Vincent Bürgin, Ha Young Kim, Mahdi Saleh, Benjamin Busam, Nassir Navab
Statistical shape models (SSMs) are an established way to represent the anatomy of a population with various clinically relevant applications.