Christian Langkammer

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Identifying Alzheimer's Disease Prediction Strategies of Convolutional Neural Network Classifiers Using R2* Maps and Spectral Clustering.
EUSIPCO
Christian Tinauer, Maximilian Sackl, Stefan Ropele, Christian Langkammer
2025 J jnl
Identifying Alzheimer's Disease Prediction Strategies of Convolutional Neural Network Classifiers using R2* Maps and Spectral Clustering.
CoRR
Christian Tinauer, Maximilian Sackl, Stefan Ropele, Christian Langkammer
2025 J jnl
Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learning.
CoRR
Christian Tinauer, Maximilian Sackl, Rudolf Stollberger, Stefan Ropele, Christian Langkammer
2024 J jnl
Biophysical contrast sources for magnetic susceptibility and R2* mapping: A combined 7 Tesla, mass spectrometry and electron paramagnetic resonance study.
NeuroImage
Fábio Seiji Otsuka, María Concepción García Otaduy, Roberta Diehl Rodriguez, Christian Langkammer, Jeam Haroldo O. Barbosa, Carlos Ernesto Garrido Salmon
2024 — conf
Explainable Concept Mappings of MRI: Revealing the Mechanisms Underlying Deep Learning-Based Brain Disease Classification.
xAI (2)
Christian Tinauer, Anna Damulina, Maximilian Sackl, Martin Soellradl, Reduan Achtibat, Maximilian Dreyer, Frederik Pahde, Sebastian Lapuschkin, Reinhold Schmidt, Stefan Ropele, Wojciech Samek, Christian Langkammer
2024 J jnl
Explainable concept mappings of MRI: Revealing the mechanisms underlying deep learning-based brain disease classification.
CoRR
Christian Tinauer, Anna Damulina, Maximilian Sackl, Martin Soellradl, Reduan Achtibat, Maximilian Dreyer, Frederik Pahde, Sebastian Lapuschkin, Reinhold Schmidt, Stefan Ropele, Wojciech Samek, Christian Langkammer
2024 J jnl
Neuroimaging of Parkinson's disease by quantitative susceptibility mapping.
NeuroImage
Xiaojun Guan, Marta Lancione, Scott Ayton, Petr Dusek, Christian Langkammer, Minming Zhang
2019 J jnl
DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping.
NeuroImage
Steffen Bollmann, Kasper Gade Bøtker Rasmussen, Mads Kristensen, Rasmus Guldhammer Blendal, Lasse Riis Østergaard, Maciej Plocharski, Kieran O'Brien, Christian Langkammer, Andrew L. Janke, Markus Barth
2016 J jnl
Rapid multi-orientation quantitative susceptibility mapping.
NeuroImage
Berkin Bilgic, Luke Xie, Russell Dibb, Christian Langkammer, Aysegul Mutluay, Huihui Ye, Jonathan R. Polimeni, Jean Augustinack, Chunlei Liu, Lawrence L. Wald, Kawin Setsompop
2015 J jnl
Association between increased magnetic susceptibility of deep gray matter nuclei and decreased motor function in healthy adults.
NeuroImage
Wei Li, Christian Langkammer, Ying-Hui Chou, Katja Petrovic, Reinhold Schmidt, Allen W. Song, David J. Madden, Stefan Ropele, Chunlei Liu
2015 J jnl
Fast quantitative susceptibility mapping using 3D EPI and total generalized variation.
NeuroImage
Christian Langkammer, Kristian Bredies, Benedikt A. Poser, Markus Barth, Gernot Reishofer, Audrey Peiwen Fan, Berkin Bilgic, Franz Fazekas, Caterina Mainero, Stefan Ropele
2014 J jnl
Functional Connectivity Analyses Using Emulated and Conventional Resting-State Data: Parts Versus the Whole Story.
Brain Connect.
Marisa Loitfelder, Daniela Pinter, Christian Langkammer, Margit Jehna, Stefan Ropele, Franz Fazekas, Reinhold Schmidt, Christian Enzinger
2013 J jnl
An Exploratory Study on the Spatial Relationship Between Regional Cortical Volume Changes and White Matter Integrity in Multiple Sclerosis.
Brain Connect.
Margit Jehna, Christian Langkammer, Michael Khalil, Siegrid Fuchs, Gernot Reishofer, Franz Fazekas, Franz Ebner, Christian Enzinger
2012 J jnl
Quantitative susceptibility mapping (QSM) as a means to measure brain iron? A post mortem validation study.
NeuroImage
Christian Langkammer, Ferdinand Schweser, Nikolaus Krebs, Andreas Deistung, Walter Goessler, Eva Scheurer, Karsten Sommer, Gernot Reishofer, Kathrin Yen, Franz Fazekas, Stefan Ropele, Jürgen R. Reichenbach
2012 J jnl
Susceptibility induced gray-white matter MRI contrast in the human brain.
NeuroImage
Christian Langkammer, Nikolaus Krebs, Walter Goessler, Eva Scheurer, Kathrin Yen, Franz Fazekas, Stefan Ropele