Christian Rummel

According to our database, Christian Rummel authored at least 13 papers between 2013 and 2023.

Collaborative distances:

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

2023

CortexMorph: Fast Cortical Thickness Estimation via Diffeomorphic Registration Using VoxelMorph.

Richard McKinley, Christian Rummel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Stationary EEG pattern relates to large-scale resting state networks - An EEG-fMRI study connecting brain networks across time-scales.

J. Daniel Arzate-Mena, Eugenio Abela, Paola V. Olguín-Rodríguez, Wady Ríos-Herrera, Sarael Alcauter, Kaspar Schindler, Roland Wiest, Markus Franziskus Müller, Christian Rummel

NeuroImage, 2022

Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging.

Yuji Zhao, Max A. Laansma, Eva M. van Heese, Conor Owens-Walton, Laura M. Parkes, Ines Debove, Christian Rummel, Roland Wiest, Fernando Cendes, Rachel Guimaraes, Clarissa Lin Yasuda, Jiun-Jie Wang, Tim J. Anderson, John C. Dalrymple-Alford, Tracy R. Melzer, Toni L. Pitcher, Reinhold Schmidt, Petra Schwingenschuh, Gaëtan Garraux, Mario Rango, Letizia Squarcina, Sarah Al-Bachari, Hedley C. A. Emsley, Johannes C. Klein, Clare E. Mackay, Michiel F. Dirkx, Rick C. Helmich, Francesca Assogna, Fabrizio Piras, Joanna K. Bright, Gianfranco Spalletta, Kathleen Poston, Christine Lochner, Corey T. McMillan, Daniel Weintraub, Jason Druzgal, Benjamin Newman, Odile A. van den Heuvel, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Boris Gutman

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

2019

Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence.

Richard McKinley, Lorenz Grunder, Rik Wepfer, Fabian Aschwanden, Tim Fischer, Christoph Friedli, Raphaela Muri, Christian Rummel, Rajeev Verma, Christian Weisstanner, Mauricio Reyes, Anke Salmen, Andrew Chan, Roland Wiest, Franca Wagner

CoRR, 2019

Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks.

Richard McKinley, Michael Rebsamen, Raphael Meier, Mauricio Reyes, Christian Rummel, Roland Wiest

CoRR, 2019

Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks.

Richard McKinley, Rik Wepfer, Fabian Aschwanden, Lorenz Grunder, Raphaela Muri, Christian Rummel, Rajeev Verma, Christian Weisstanner, Mauricio Reyes, Anke Salmen, Andrew Chan, Franca Wagner, Roland Wiest

CoRR, 2019

Surface-Based Brain Morphometry for the Prediction of Fluid Intelligence in the Neurocognitive Prediction Challenge 2019.

Michael Rebsamen, Christian Rummel, Ines Mürner-Lavanchy, Mauricio Reyes, Roland Wiest, Richard McKinley

Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019

2018

Characteristic Fluctuations Around Stable Attractor Dynamics Extracted from Highly Nonstationary Electroencephalographic Recordings.

Paola V. Olguín-Rodríguez, J. Daniel Arzate-Mena, Maria Corsi-Cabrera, Heidemarie Gast, Arlex Oscar Marín García, Johannes Mathis, Julieta Ramos Loyo, Irma Yolanda del Rio-Portilla, Christian Rummel, Kaspar Schindler, Markus Franziskus Müller

Brain Connect., 2018

Fast and uncertainty-aware cerebral cortex morphometry estimation using random forest regression.

Yannick Suter, Christian Rummel, Roland Wiest, Mauricio Reyes

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

An optimal strategy for epilepsy surgery: Disruption of the rich-club?

Marinho A. Lopes, Mark P. Richardson, Eugenio Abela, Christian Rummel, Kaspar Schindler, Marc Goodfellow, John R. Terry

PLoS Comput. Biol., 2017

2014

Standing Waves as an Explanation for Generic Stationary Correlation Patterns in Noninvasive EEG of Focal Onset Seizures.

Markus Franziskus Müller, Christian Rummel, Marc Goodfellow, Kaspar Schindler

Brain Connect., 2014

2013

Genuine cross-correlations: Which surrogate based measure reproduces analytical results best?

Arlex Oscar Marín García, Markus Franziskus Müller, Kaspar Schindler, Christian Rummel

Neural Networks, 2013

A Systems-Level Approach to Human Epileptic Seizures.

Christian Rummel, Marc Goodfellow, Heidemarie Gast, Martinus Hauf, Frédérique Amor, Alexander Stibal, Luigi Mariani, Roland Wiest, Kaspar Schindler

Neuroinformatics, 2013