Elias Kellner

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 8

Top Topics

Corpus Callosum

Top Venues

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

Publications

Suam Kim, Philipp Rebmann, Phuong Hien Tran, Elias Kellner, Marco Reisert, David Steybe, Jörg Bayer, Fabian Bamberg, Elmar Kotter, Maximilian Frederik Russe
Multiclass datasets expand neural network utility: an example on ankle radiographs. Int. J. Comput. Assist. Radiol. Surg. 18 (5) (2023)
Marco Reisert, Maximilian Frederik Russe, Samer Elsheikh, Elias Kellner, Henrik Skibbe
Deep Neural Patchworks: Coping with Large Segmentation Tasks. CoRR (2022)
David Steybe, Philipp Poxleitner, Marc Christian Metzger, Leonard Simon Brandenburg, Rainer Schmelzeisen, Fabian Bamberg, Phuong Hien Tran, Elias Kellner, Marco Reisert, Maximilian Frederik Russe
Automated segmentation of head CT scans for computer-assisted craniomaxillofacial surgery applying a hierarchical patch-based stack of convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 17 (11) (2022)
Bibek Dhital, Marco Reisert, Elias Kellner, Valerij G. Kiselev
Intra-axonal diffusivity in brain white matter. NeuroImage 189 (2019)
Bibek Dhital, Elias Kellner, Valerij G. Kiselev, Marco Reisert
The absence of restricted water pool in brain white matter. NeuroImage 182 (2018)
Lidia Konopleva, Kamil A. Il'yasov, Henrik Skibbe, Valerij G. Kiselev, Elias Kellner, Bibek Dhital, Marco Reisert
Modelfree global tractography. NeuroImage 174 (2018)
Benjamin Ades-aron, Jelle Veraart, Peter V. Kochunov, Stephen McGuire, Paul Sherman, Elias Kellner, Dmitry S. Novikov, Els Fieremans
Evaluation of the accuracy and precision of the diffusion parameter EStImation with Gibbs and NoisE removal pipeline. NeuroImage 183 (2018)
Marco Reisert, Elias Kellner, Bibek Dhital, Jürgen Hennig, Valerij G. Kiselev
Disentangling micro from mesostructure by diffusion MRI: A Bayesian approach. NeuroImage 147 (2017)
Marco Reisert, B. Dihtal, Elias Kellner, Henrik Skibbe, Christoph P. Kaller
Symmetric Wiener Processes for Probabilistic Tractography and Connectivity Estimation. MICCAI (1) (2015)
Elias Kellner, Bibek Dhital, Marco Reisert
Gibbs-Ringing Artifact Removal Based on Local Subvoxel-shifts. CoRR (2015)
Marco Reisert, Valerij G. Kiselev, Bibek Dhital, Elias Kellner, Dmitry S. Novikov
MesoFT: Unifying Diffusion Modelling and Fiber Tracking. MICCAI (3) (2014)
Marco Reisert, Elias Kellner, Valerij G. Kiselev
About the Geometry of Asymmetric Fiber Orientation Distributions. IEEE Trans. Medical Imaging 31 (6) (2012)