Sebastian Kozerke
Orcid: 0000-0003-3725-8884
According to our database1,
Sebastian Kozerke
authored at least 27 papers
between 2006 and 2022.
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Bibliography
2022
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization.
Medical Image Anal., 2022
Quantification of left ventricular strain and torsion by joint analysis of 3D tagging and cine MR images.
Medical Image Anal., 2022
Synthetically trained convolutional neural networks for improved tensor estimation from free-breathing cardiac DTI.
Comput. Medical Imaging Graph., 2022
2021
A 3D personalized cardiac myocyte aggregate orientation model using MRI data-driven low-rank basis functions.
Medical Image Anal., 2021
Bayesian inference using hierarchical and spatial priors for intravoxel incoherent motion MR imaging in the brain: Analysis of cancer and acute stroke.
Medical Image Anal., 2021
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks.
Medical Image Anal., 2021
2020
Nat. Mach. Intell., 2020
Simulation of Intravoxel Incoherent Perfusion Signal Using a Realistic Capillary Network of a Mouse Brain.
CoRR, 2020
2019
Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019
3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
2018
Reducing Navigators in Free-Breathing Abdominal MRI via Temporal Interpolation Using Convolutional Neural Networks.
IEEE Trans. Medical Imaging, 2018
Equilibrated warping: Finite element image registration with finite strain equilibrium gap regularization.
Medical Image Anal., 2018
Robust MR elastography stiffness quantification using a localized divergence free finite element reconstruction.
Medical Image Anal., 2018
2017
Maximum likelihood estimation of cardiac fiber bundle orientation from arbitrarily spaced diffusion weighted images.
Medical Image Anal., 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
In vivo validation of spatio-temporal liver motion prediction from motion tracked on MR thermometry images.
Int. J. Comput. Assist. Radiol. Surg., 2016
2015
Simultaneous Denoising and Registration for Accurate Cardiac Diffusion Tensor Reconstruction from MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
A Partial Domain Approach to Enable Aortic Flow Simulation Without Turbulent Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
A robust comparison approach of velocity data between MRI and CFD based on divergence-free space projection.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2013
In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing.
Medical Image Anal., 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
2010
<i>In vivo</i> Human 3D Cardiac Fibre Architecture: Reconstruction Using Curvilinear Interpolation of Diffusion Tensor Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006