Fabian Wagner

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 51

Top Topics

Bilateral Filter

Computed Tomography

Top Venues

Bildverarbeitung für die Medizin

Publications

Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Wüerfl, Andreas K. Maier
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets. Bildverarbeitung für die Medizin (2024)
Lena Augustin, Fabian Wagner, Mareike Thies, Andreas K. Maier
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction. Bildverarbeitung für die Medizin (2024)
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models. Bildverarbeitung für die Medizin (2024)
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT. CoRR (2024)
Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
Exploring Epipolar Consistency Conditions. Bildverarbeitung für die Medizin (2024)
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction. Bildverarbeitung für die Medizin (2024)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. Bildverarbeitung für die Medizin (2024)
Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. Bildverarbeitung für die Medizin (2024)
Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. Bildverarbeitung für die Medizin (2024)
Timo König, Luca Cadau, Fabian Wagner, Markus Kley
A generative adversarial network-based data augmentation approach with transient vibration data. KES (2023)
Mareike Thies, Fabian Wagner, Noah Maul, Laura Pfaff, Linda-Sophie Schneider, Christopher Syben, Andreas K. Maier
Optimizing CT Scan Geometries With and Without Gradients. CoRR (2023)
Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier
Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets. ISBI (2023)
Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. CoRR (2023)
Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. IPMI (2023)
Miran Jank, Fabian Wagner, Philipp Urbauer, Andrea Balz, Mathias Forjan
Extended Reality Solutions in Medical Context and Educational Approaches. ICIMTH (2023)
Fabian Wagner, Miran Jank, Andrea Balz, Mathias Forjan, Philipp Urbauer
Immersive Spatial Planning in Healthcare: Developing a Pipeline to Automatically Convert Computer Aided DesignData to Virtual Reality. dHealth (2023)
Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN. CoRR (2023)
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. Bildverarbeitung für die Medizin (2023)
Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy. CoRR (2023)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. ISBI (2023)
Mingxuan Gu, Mareike Thies, Fabian Wagner, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Zhaoya Pan, Jonas Utz, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae. Bildverarbeitung für die Medizin (2023)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. CoRR (2023)
Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas K. Maier
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography. CoRR (2023)
Jonas Utz, Maja Schlereth, Jingna Qiu, Mareike Thies, Fabian Wagner, Oumaima B. Brahim, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy. Bildverarbeitung für die Medizin (2023)
Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. MICCAI (3) (2023)
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas Maier
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising. IPMI (2023)
Martin Hardieck, Tobias Habermann, Fabian Wagner, Michael Mecik, Martin Kumm, Peter Zipf
More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers. ISCAS (2023)
Adarsh Raghunath, Fabian Wagner, Mareike Thies, Mingxuan Gu, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model. Bildverarbeitung für die Medizin (2023)
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting. ISBI (2023)
Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN. ICCV (Workshops) (2023)
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction. CoRR (2022)
Mareike Thies, Fabian Wagner, Mingxuan Gu, Lukas Folle, Lina Felsner, Andreas K. Maier
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations. CoRR (2022)
Oliver Aust, Mareike Thies, DanielaWeidner, Fabian Wagner, Sabrina Pechmann, Leonid Mill, Darja Andreev, Ippei Miyagawa, Gerhard Krönke, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier, Anika Grüneboom
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network. Bildverarbeitung für die Medizin (2022)
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. CoRR (2022)
Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
The Ensemble Kalman Filter for Rare Event Estimation. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation. CoRR (2022)
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting. CoRR (2022)
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas K. Maier
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising. CoRR (2022)
Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. CoRR (2022)
Fabian Wagner, Timo König, Moritz Benninger, Markus Kley, Marcus Liebschner
Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks. KES (2022)
Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
Planar Graph Isomorphism Is in Log-Space. ACM Trans. Comput. Theory 14 (2) (2022)
Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy. Bildverarbeitung für die Medizin (2022)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Error Analysis for Probabilities of Rare Events with Approximate Models. SIAM J. Numer. Anal. 59 (4) (2021)
Elisabeth Broneder, Fabian Wagner, Christoph Weiß, Julia Fritz, Miroslav Sili, Matthieu Arendse
mHealthINX - A Virtual Reality-Based Occupational Stress Management Solution for Older Employees. HCI (37) (2021)
Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
The ensemble Kalman filter for rare event estimation. CoRR (2021)
Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy. Bildverarbeitung für die Medizin (2021)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Multilevel Sequential Importance Sampling for Rare Event Estimation. SIAM J. Sci. Comput. 42 (4) (2020)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Error analysis for probabilities of rare events with approximate models. CoRR (2020)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Multilevel Sequential Importance Sampling for Rare Event Estimation. CoRR (2019)
Simon Straub, Thomas Thierauf, Fabian Wagner
Counting the Number of Perfect Matchings in K 5-Free Graphs. Theory Comput. Syst. 59 (3) (2016)
David J. Rosenbaum, Fabian Wagner
Beating the generator-enumeration bound for p-group isomorphism. Theor. Comput. Sci. 593 (2015)
Binh Thanh Nguyen, Fabian Wagner
Collective intelligent toolbox based on linked model framework. J. Intell. Fuzzy Syst. 27 (2) (2014)
Simon Straub, Thomas Thierauf, Fabian Wagner
-free Graphs. Electron. Colloquium Comput. Complex. 21 (2014)
Thomas Thierauf, Fabian Wagner
-free Graphs is in Unambiguous Logspace. Chic. J. Theor. Comput. Sci. 2014 (2014)
Simon Straub, Thomas Thierauf, Fabian Wagner
Counting the Number of Perfect Matchings in K5-Free Graphs. Computational Complexity Conference (2014)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp
Federated data warehousing application framework and platform-as-a-services to model virtual data marts in the clouds. Int. J. Intell. Inf. Database Syst. 8 (3) (2014)
David J. Rosenbaum, Fabian Wagner
Beating the Generator-Enumeration Bound for $p$-Group Isomorphism. CoRR (2013)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schöpp
Multi-model Framework for modeling Holistic Climate and Air quality Strategies. iiWAS (2013)
Binh Thanh Nguyen, Lena Höglund-Isaksson, Fabian Wagner, Wolfgang Schoepp
Mitigation Efforts Calculator (MEC). Inf. Syst. Frontiers 15 (2) (2013)
Arkadev Chattopadhyay, Jacobo Torán, Fabian Wagner
Graph Isomorphism is Not AC0-Reducible to Group Isomorphism. ACM Trans. Comput. Theory 5 (4) (2013)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp
EC4MACS - An Integrated Assessment Toolbox of Well-Established Modeling Tools to Explore the Synergies and Interactions between Climate Change, Air Quality and Other Policy Objectives. ICT-GLOW (2012)
Bireswar Das, Jacobo Torán, Fabian Wagner
Restricted space algorithms for isomorphism on bounded treewidth graphs. Inf. Comput. 217 (2012)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp
Cloud business intelligent services to explore the synergies and interactions among climate change, air quality objectives. Cloud-I (2012)
Fabian Wagner
On the Complexity of Group Isomorphism. Electron. Colloquium Comput. Complex. 18 (2011)
Fabian Wagner
. Electron. Colloquium Comput. Complex. 18 (2011)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp
GAINS - An Interactive Tool for Assessing International GHG Mitigation Regimes. ICT-GLOW (2011)
Markus Amann, Imrich Bertok, Jens Borken-Kleefeld, Janusz Cofala, Chris Heyes, Lena Höglund-Isaksson, Zbigniew Klimont, Binh Thanh Nguyen, Maximilian Posch, Peter Rafaj, Robert Sandler, Wolfgang Schöpp, Fabian Wagner, Wilfried Winiwarter
Cost-effective control of air quality and greenhouse gases in Europe: Modeling and policy applications. Environ. Model. Softw. 26 (12) (2011)
Fabian Wagner
. CSR (2011)
Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp
Cloud Intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases. ACIIDS (1) (2011)
Arkadev Chattopadhyay, Jacobo Torán, Fabian Wagner
Graph Isomorphism is not AC^0 reducible to Group Isomorphism. FSTTCS (2010)
Bireswar Das, Jacobo Torán, Fabian Wagner
Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs CoRR (2010)
Arkadev Chattopadhyay, Jacobo Torán, Fabian Wagner
Graph Isomorphism is not AC^0 reducible to Group Isomorphism. Electron. Colloquium Comput. Complex. 17 (2010)
Thomas Thierauf, Fabian Wagner
The Isomorphism Problem for Planar 3-Connected Graphs Is in Unambiguous Logspace. Theory Comput. Syst. 47 (3) (2010)
Samir Datta, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
-free graphs is in Log-space. Electron. Colloquium Comput. Complex. 17 (2010)
Binh Thanh Nguyen, Lena Höglund-Isaksson, Fabian Wagner
Mitigation Efforts Calculator (MEC): an online calculator for interactive comparison of mitigation efforts between UNFCCC annex 1 countries. iiWAS (2010)
Bireswar Das, Jacobo Torán, Fabian Wagner
Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs. STACS (2010)
Samir Datta, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
Graph Isomorphism for K_{3, 3}-free and K_5-free graphs is in Log-space. FSTTCS (2009)
Thomas Thierauf, Fabian Wagner
-Free Graphs Is in Unambiguous Log-Space. FCT (2009)
Bireswar Das, Jacobo Torán, Fabian Wagner
Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs. Electron. Colloquium Comput. Complex. 16 (2009)
Fabian Wagner, Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf
Planar Graph Isomorphism is in Log-space. Electron. Colloquium Comput. Complex. 16 (2009)
Fabian Wagner, Thomas Thierauf
Reachability in K_{3, 3}-free Graphs and K_5-free Graphs is in Unambiguous Log-Space. Electron. Colloquium Comput. Complex. 16 (2009)
Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
Planar Graph Isomorphism is in Log-Space. Computational Complexity Conference (2009)
Jacobo Torán, Fabian Wagner
The Complexity of Planar Graph Isomorphism. Bull. EATCS 97 (2009)
Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
Planar Graph Isomorphism is in Log-Space. Algebraic Methods in Computational Complexity (2009)
Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner
A Log-space Algorithm for Canonization of Planar Graphs CoRR (2008)
Thomas Thierauf, Fabian Wagner
The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace CoRR (2008)
Binh Thanh Nguyen, Wolfgang Schoepp, Fabian Wagner
GAINS-BI: business intelligent approach for greenhouse gas and air pollution interactions and synergies information system. iiWAS (2008)
Thomas Thierauf, Fabian Wagner
The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace. STACS (2008)
Fabian Wagner
Hardness results for isomorphism and automorphism of bounded valence graphs. SOFSEM (2) (2008)
Fabian Wagner
Hardness Results for Tournament Isomorphism and Automorphism. MFCS (2007)
Janusz Cofala, Markus Amann, Willem Asman, Imrich Bertok, Chris Heyes, Zbigniew Klimont, Wolfgang Schöpp, Fabian Wagner
Integrated Assessment of Air Pollution and Greenhouse Gases Mitigation in Europe. EnviroInfo (2) (2007)
Thomas Thierauf, Fabian Wagner
The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace. Electron. Colloquium Comput. Complex. 14 (068) (2007)