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Fabian Bongratz
Fabian Bongratz
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Year
Vox2cortex: Fast explicit reconstruction of cortical surfaces from 3d mri scans with geometric deep neural networks
F Bongratz, AM Rickmann, S Pölsterl, C Wachinger
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
262022
Abdominal organ segmentation via deep diffeomorphic mesh deformations
F Bongratz, AM Rickmann, C Wachinger
Scientific Reports 13 (1), 18270, 2023
32023
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI
F Bongratz, AM Rickmann, C Wachinger
Medical Image Analysis 93, 103093, 2024
12024
Vertex Correspondence in Cortical Surface Reconstruction
AM Rickmann, F Bongratz, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Meshes meet voxels: Abdominal organ segmentation via diffeomorphic deformations
F Bongratz, AM Rickmann, C Wachinger
arXiv preprint arXiv:2306.15515, 2023
12023
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
TN Wolf, F Bongratz, AM Rickmann, S Pölsterl, C Wachinger
Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 5921-5929, 2024
2024
Stochastic Cortical Self-Reconstruction
C Wachinger, D Hedderich, F Bongratz
arXiv preprint arXiv:2403.06837, 2024
2024
V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence
F Bongratz, J Fecht, AM Rickmann, C Wachinger
arXiv preprint arXiv:2402.17438, 2024
2024
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
T Nuno Wolf, F Bongratz, AM Rickmann, S Pölsterl, C Wachinger
arXiv e-prints, arXiv: 2312.09783, 2023
2023
Joint Reconstruction and Parcellation of Cortical Surfaces
AM Rickmann, F Bongratz, S Pölsterl, I Sarasua, C Wachinger
International Workshop on Machine Learning in Clinical Neuroimaging, 3-12, 2022
2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks—Supplementary Material
F Bongratz, AM Rickmann, S Pölsterl, C Wachinger
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