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.
no code implementations • 3 Jul 2023 • Sangrok Lee, Ha Young Kim
The ES module models the spatio-temporal dynamics using Graph Convolutional Network (GCN) and generates an Adaptive Adjacency Matrix (AAM) with temporal features.
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.
no code implementations • CVPR 2023 • Sangrok Lee, Jongseong Bae, Ha Young Kim
With the normalization methods, we propose ResNet-variant models, DAC-P and DAC-SC, which are robust to the domain gap.
no code implementations • 15 Oct 2018 • Ba Rom Kang, Ha Young Kim
Thus, we propose two types of masks: a bbox mask and a bounding shape (bshape) mask, to represent the object's bbox and boundary shape, respectively.