Elias Kellner

According to our database, Elias Kellner authored at least 12 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Multiclass datasets expand neural network utility: an example on ankle radiographs.

Suam Kim, Philipp Rebmann, Phuong Hien Tran, Elias Kellner, Marco Reisert, David Steybe, Jörg Bayer, Fabian Bamberg, Elmar Kotter, Maximilian Frederik Russe

Int. J. Comput. Assist. Radiol. Surg., May, 2023

2022

Deep Neural Patchworks: Coping with Large Segmentation Tasks.

Marco Reisert, Maximilian Frederik Russe, Samer Elsheikh, Elias Kellner, Henrik Skibbe

CoRR, 2022

Automated segmentation of head CT scans for computer-assisted craniomaxillofacial surgery applying a hierarchical patch-based stack of convolutional neural networks.

David Steybe, Philipp Poxleitner, Marc Christian Metzger, Leonard Simon Brandenburg, Rainer Schmelzeisen, Fabian Bamberg, Phuong Hien Tran, Elias Kellner, Marco Reisert, Maximilian Frederik Russe

Int. J. Comput. Assist. Radiol. Surg., 2022

2019

Intra-axonal diffusivity in brain white matter.

Bibek Dhital, Marco Reisert, Elias Kellner, Valerij G. Kiselev

NeuroImage, 2019

2018

Modelfree global tractography.

Lidia Konopleva, Kamil A. Il'yasov, Henrik Skibbe, Valerij G. Kiselev, Elias Kellner, Bibek Dhital, Marco Reisert

NeuroImage, 2018

The absence of restricted water pool in brain white matter.

Bibek Dhital, Elias Kellner, Valerij G. Kiselev, Marco Reisert

NeuroImage, 2018

Evaluation of the accuracy and precision of the diffusion parameter EStImation with Gibbs and NoisE removal pipeline.

Benjamin Ades-aron, Jelle Veraart, Peter V. Kochunov, Stephen McGuire, Paul Sherman, Elias Kellner, Dmitry S. Novikov, Els Fieremans

NeuroImage, 2018

2017

Disentangling micro from mesostructure by diffusion MRI: A Bayesian approach.

Marco Reisert, Elias Kellner, Bibek Dhital, Jürgen Hennig, Valerij G. Kiselev

NeuroImage, 2017

2015

Gibbs-Ringing Artifact Removal Based on Local Subvoxel-shifts.

Elias Kellner, Bibek Dhital, Marco Reisert

CoRR, 2015

Symmetric Wiener Processes for Probabilistic Tractography and Connectivity Estimation.

Marco Reisert, B. Dihtal, Elias Kellner, Henrik Skibbe, Christoph P. Kaller

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

MesoFT: Unifying Diffusion Modelling and Fiber Tracking.

Marco Reisert, Valerij G. Kiselev, Bibek Dhital, Elias Kellner, Dmitry S. Novikov

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2012

About the Geometry of Asymmetric Fiber Orientation Distributions.

Marco Reisert, Elias Kellner, Valerij G. Kiselev

IEEE Trans. Medical Imaging, 2012