Sebastian Kozerke

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 18

Top Topics

Convolutional Neural Networks

Left Ventricular

Top Venues

Medical Image Anal.

Int. J. Comput. Assist. Radiol. Surg.

Publications

Ezgi Berberoglu, Christian T. Stoeck, Sebastian Kozerke, Martin Genet
Quantification of left ventricular strain and torsion by joint analysis of 3D tagging and cine MR images. Medical Image Anal. 82 (2022)
Robbert J. H. van Gorkum, Jonathan L. Weine, William Paul Segars, Christian T. Stoeck, Sebastian Kozerke
MRXCAT-CDTI: A Numerical Cardiac Diffusion Tensor Imaging Phantom. CoRR (2022)
Jonathan L. Weine, Robbert J. H. van Gorkum, Christian T. Stoeck, Valery Vishnevskiy, Sebastian Kozerke
Synthetically trained convolutional neural networks for improved tensor estimation from free-breathing cardiac DTI. Comput. Medical Imaging Graph. 99 (2022)
Thomas Joyce, Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. Medical Image Anal. 79 (2022)
Georg Ralph Spinner, Christian Federau, Sebastian Kozerke
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. 73 (2021)
Stefano Buoso, Thomas Joyce, Sebastian Kozerke
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks. Medical Image Anal. 71 (2021)
Johanna Stimm, Stefano Buoso, Ezgi Berberoglu, Sebastian Kozerke, Martin Genet, Christian T. Stoeck
A 3D personalized cardiac myocyte aggregate orientation model using MRI data-driven low-rank basis functions. Medical Image Anal. 71 (2021)
Valery Vishnevskiy, Jonas Walheim, Sebastian Kozerke
Deep variational network for rapid 4D flow MRI reconstruction. Nat. Mach. Intell. 2 (4) (2020)
Valerie Phi van, Franca Schmid, Georg Spinner, Sebastian Kozerke, Christian Federau
Simulation of Intravoxel Incoherent Perfusion Signal Using a Realistic Capillary Network of a Mouse Brain. CoRR (2020)
Valeriy Vishnevskiy, Jonas Walheim, Sebastian Kozerke
Deep variational network for rapid 4D flow MRI reconstruction. CoRR (2020)
Nicolás Gutierrez-Castilla, Ricardo da Silva Torres, Alexandre X. Falcão, Sebastian Kozerke, Jürg Schwitter, Pier-Giorgio Masci, Javier A. Montoya-Zegarra
Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation. SIBGRAPI (2019)
Thomas Joyce, Sebastian Kozerke
3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning. SASHIMI@MICCAI (2019)
Martin Genet, Christian T. Stoeck, C. von Deuster, Lik Chuan Lee, Sebastian Kozerke
Equilibrated warping: Finite element image registration with finite strain equilibrium gap regularization. Medical Image Anal. 50 (2018)
Neerav Karani, Christine Tanner, Sebastian Kozerke, Ender Konukoglu
Reducing Navigators in Free-Breathing Abdominal MRI via Temporal Interpolation Using Convolutional Neural Networks. IEEE Trans. Medical Imaging 37 (10) (2018)
Daniel Fovargue, Sebastian Kozerke, Ralph Sinkus, David Nordsletten
Robust MR elastography stiffness quantification using a localized divergence free finite element reconstruction. Medical Image Anal. 44 (2018)
Andreas Nagler, Cristóbal Bertoglio, Christian T. Stoeck, Sebastian Kozerke, Wolfgang A. Wall
Maximum likelihood estimation of cardiac fiber bundle orientation from arbitrarily spaced diffusion weighted images. Medical Image Anal. 39 (2017)
Neerav Karani, Christine Tanner, Sebastian Kozerke, Ender Konukoglu
Temporal Interpolation of Abdominal MRIs Acquired During Free-Breathing. MICCAI (2) (2017)
Christine Tanner, Y. Zur, Karen French, Golnoosh Samei, Jan Strehlow, G. Sat, Helen McLeod, Graeme Houston, Sebastian Kozerke, Gábor Székely, Andreas Melzer, Tobias Preußer
In vivo validation of spatio-temporal liver motion prediction from motion tracked on MR thermometry images. Int. J. Comput. Assist. Radiol. Surg. 11 (6) (2016)
Taha Sabri Koltukluoglu, Sven Hirsch, Christian Binter, Sebastian Kozerke, Gábor Székely, Aymen Laadhari
A robust comparison approach of velocity data between MRI and CFD based on divergence-free space projection. ISBI (2015)
Andreas Nagler, Cristóbal Bertoglio, Christian T. Stoeck, Sebastian Kozerke, Wolfgang A. Wall
Cardiac Fibers Estimation from Arbitrarily Spaced Diffusion Weighted MRI. FIMH (2015)
Valeriy Vishnevskiy, Christian T. Stoeck, Gábor Székely, Christine Tanner, Sebastian Kozerke
Simultaneous Denoising and Registration for Accurate Cardiac Diffusion Tensor Reconstruction from MRI. MICCAI (1) (2015)
Taha Sabri Koltukluoglu, Christian Binter, Christine Tanner, Sven Hirsch, Sebastian Kozerke, Gábor Székely, Aymen Laadhari
A Partial Domain Approach to Enable Aortic Flow Simulation Without Turbulent Modeling. MICCAI (2) (2015)
Nicolas Toussaint, Christian T. Stoeck, Tobias Schaeffter, Sebastian Kozerke, Maxime Sermesant, Philip G. Batchelor
In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing. Medical Image Anal. 17 (8) (2013)
Hui Wang, Christian T. Stoeck, Sebastian Kozerke, Amir A. Amini
Analysis of 3D cardiac deformations with 3D SinMod. EMBC (2013)
Catalina Tobon-Gomez, Mathieu De Craene, Annette Dahl, Stam Kapetanakis, Gerry Carr-White, Anja Lutz, Volker Rasche, Patrick Etyngier, Sebastian Kozerke, Tobias Schaeffter, Chiara Riccobene, Yves Martelli, Oscar Camara, Alejandro F. Frangi, Kawal S. Rhode
A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge. STACOM (2011)
Nicolas Toussaint, Maxime Sermesant, Christian T. Stoeck, Sebastian Kozerke, Philip G. Batchelor
Human 3D Cardiac Fibre Architecture: Reconstruction Using Curvilinear Interpolation of Diffusion Tensor Images. MICCAI (1) (2010)
Alessandro Becciu, Hans C. van Assen, Luc Florack, Sebastian Kozerke, Vivian Roode, Bart M. ter Haar Romeny
A Multi-scale Feature Based Optic Flow Method for 3D Cardiac Motion Estimation. SSVM (2009)
Jeffrey Tsao, Michael S. Hansen, Sebastian Kozerke
Accelerated parallel imaging by transform coding data compression with k-t SENSE. EMBC (2006)