Fabian Wagner

According to our database, Fabian Wagner authored at least 76 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution.

Haijun Yu, Song Ni, Mareike Thies, Fabian Wagner, Yixing Huang, Fengling Liu, Andreas K. Maier

IEEE Trans. Instrum. Meas., 2024

Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction.

Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier

CoRR, 2024

A gradient-based approach to fast and accurate head motion compensation in cone-beam CT.

Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier

CoRR, 2024

Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models.

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

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction.

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

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Exploring Epipolar Consistency Conditions.

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

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.

Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets.

Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model.

Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.

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

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction.

Lena Augustin, Fabian Wagner, Mareike Thies, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Low-dose Computed Tomography Perceptual Image Quality Assessment Grand Challenge Dataset (MICCAI 2023).

Wonkyeong Lee, Fabian Wagner, Andreas Maier, Adam S. Wang, Jongduk Baek, Scott S. Hsieh, Jang-Hwan Choi

Dataset, April, 2023

Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.

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

CoRR, 2023

Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy.

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

CoRR, 2023

Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography.

Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas K. Maier

CoRR, 2023

Optimizing CT Scan Geometries With and Without Gradients.

Mareike Thies, Fabian Wagner, Noah Maul, Laura Pfaff, Linda-Sophie Schneider, Christopher Syben, Andreas K. Maier

CoRR, 2023

Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.

Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher

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

A generative adversarial network-based data augmentation approach with transient vibration data.

Timo König, Luca Cadau, Fabian Wagner, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers.

Martin Hardieck, Tobias Habermann, Fabian Wagner, Michael Mecik, Martin Kumm, Peter Zipf

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting.

Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets.

Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.

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

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.

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

Proceedings of the Information Processing in Medical Imaging, 2023

Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model.

Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier

Proceedings of the Information Processing in Medical Imaging, 2023

Extended Reality Solutions in Medical Context and Educational Approaches.

Miran Jank, Fabian Wagner, Philipp Urbauer, Andrea Balz, Mathias Forjan

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN.

Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Immersive Spatial Planning in Healthcare: Developing a Pipeline to Automatically Convert Computer Aided DesignData to Virtual Reality.

Fabian Wagner, Miran Jank, Andrea Balz, Mathias Forjan, Philipp Urbauer

Proceedings of the dHealth 2023, 2023

Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.

Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy.

Jonas Utz, Maja Schlereth, Jingna Qiu, Mareike Thies, Fabian Wagner, Oumaima B. Brahim, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model.

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

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae.

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

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

The Ensemble Kalman Filter for Rare Event Estimation.

Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann

SIAM/ASA J. Uncertain. Quantification, 2022

Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction.

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

CoRR, 2022

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.

Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier

CoRR, 2022

ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation.

Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti

CoRR, 2022

Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography.

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

CoRR, 2022

Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations.

Mareike Thies, Fabian Wagner, Mingxuan Gu, Lukas Folle, Lina Felsner, Andreas K. Maier

CoRR, 2022

Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks.

Fabian Wagner, Timo König, Moritz Benninger, Markus Kley, Marcus Liebschner

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy.

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

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network.

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

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

Error Analysis for Probabilities of Rare Events with Approximate Models.

Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

SIAM J. Numer. Anal., 2021

mHealthINX - A Virtual Reality-Based Occupational Stress Management Solution for Older Employees.

Elisabeth Broneder, Fabian Wagner, Christoph Weiß, Julia Fritz, Miroslav Sili, Matthieu Arendse

Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy.

Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Multilevel Sequential Importance Sampling for Rare Event Estimation.

Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

SIAM J. Sci. Comput., 2020

2016

Counting the Number of Perfect Matchings in K 5-Free Graphs.

Simon Straub, Thomas Thierauf, Fabian Wagner

Theory Comput. Syst., 2016

2015

Beating the generator-enumeration bound for p-group isomorphism.

David J. Rosenbaum, Fabian Wagner

Theor. Comput. Sci., 2015

2014

Collective intelligent toolbox based on linked model framework.

Binh Thanh Nguyen, Fabian Wagner

J. Intell. Fuzzy Syst., 2014

Federated data warehousing application framework and platform-as-a-services to model virtual data marts in the clouds.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp

Int. J. Intell. Inf. Database Syst., 2014

Counting the Number of Perfect Matchings in K₅-free Graphs.

Simon Straub, Thomas Thierauf, Fabian Wagner

Electron. Colloquium Comput. Complex., 2014

Reachability in K_{{3, 3}}-free and K₅-free Graphs is in Unambiguous Logspace.

Thomas Thierauf, Fabian Wagner

Chic. J. Theor. Comput. Sci., 2014

Counting the Number of Perfect Matchings in K5-Free Graphs.

Simon Straub, Thomas Thierauf, Fabian Wagner

Proceedings of the IEEE 29th Conference on Computational Complexity, 2014

2013

Graph Isomorphism is Not AC0-Reducible to Group Isomorphism.

Arkadev Chattopadhyay, Jacobo Torán, Fabian Wagner

ACM Trans. Comput. Theory, 2013

Mitigation Efforts Calculator (MEC).

Binh Thanh Nguyen, Lena Höglund-Isaksson, Fabian Wagner, Wolfgang Schoepp

Inf. Syst. Frontiers, 2013

Multi-model Framework for modeling Holistic Climate and Air quality Strategies.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schöpp

Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

2012

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.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp

Proceedings of the ICT as Key Technology against Global Warming, 2012

Cloud business intelligent services to explore the synergies and interactions among climate change, air quality objectives.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp

Proceedings of the 1st International Workshop on Cloud Intelligence (colocated with VLDB 2012), 2012

2011

Cost-effective control of air quality and greenhouse gases in Europe: Modeling and policy applications.

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

Environ. Model. Softw., 2011

On the Complexity of Group Isomorphism.

Fabian Wagner

Electron. Colloquium Comput. Complex., 2011

Graphs of Bounded Treewidth can be Canonized in AC¹.

Fabian Wagner

Electron. Colloquium Comput. Complex., 2011

GAINS - An Interactive Tool for Assessing International GHG Mitigation Regimes.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp

Proceedings of the Information and Communication on Technology for the Fight against Global Warming, 2011

Cloud Intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases.

Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp

Proceedings of the Intelligent Information and Database Systems, 2011

2010

Graph Isomorphism for K_3,3-free and K₅-free graphs is in Log-space.

Samir Datta, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner

Electron. Colloquium Comput. Complex., 2010

Graph Isomorphism is not AC^0 reducible to Group Isomorphism.

Arkadev Chattopadhyay, Jacobo Torán, Fabian Wagner

Electron. Colloquium Comput. Complex., 2010

Mitigation Efforts Calculator (MEC): an online calculator for interactive comparison of mitigation efforts between UNFCCC annex 1 countries.

Binh Thanh Nguyen, Lena Höglund-Isaksson, Fabian Wagner

Proceedings of the iiWAS'2010, 2010

2009

Reachability in K_3,3-free Graphs and K₅-free Graphs is in Unambiguous Log-Space.

Fabian Wagner, Thomas Thierauf

Electron. Colloquium Comput. Complex., 2009

Planar Graph Isomorphism is in Log-space.

Fabian Wagner, Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf

Electron. Colloquium Comput. Complex., 2009

Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs.

Bireswar Das, Jacobo Torán, Fabian Wagner

Electron. Colloquium Comput. Complex., 2009

The Complexity of Planar Graph Isomorphism.

Jacobo Torán, Fabian Wagner

Bull. EATCS, 2009

Graph Isomorphism for K_{3, 3}-free and K_5-free graphs is in Log-space.

Samir Datta, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner

Proceedings of the IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2009

Reachability in <i>K</i>_{3, 3}-Free Graphs and <i>K</i>₅-Free Graphs Is in Unambiguous Log-Space.

Thomas Thierauf, Fabian Wagner

Proceedings of the Fundamentals of Computation Theory, 17th International Symposium, 2009

2008

A Log-space Algorithm for Canonization of Planar Graphs

Samir Datta, Nutan Limaye, Prajakta Nimbhorkar, Thomas Thierauf, Fabian Wagner

CoRR, 2008

Hardness results for isomorphism and automorphism of bounded valence graphs.

Fabian Wagner

Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 34th Conference on Current Trends in Theory and Practice of Computer Science, Nový Smokovec, Slovakia, January 19-25, 2008, Volume II, 2008

GAINS-BI: business intelligent approach for greenhouse gas and air pollution interactions and synergies information system.

Binh Thanh Nguyen, Wolfgang Schoepp, Fabian Wagner

Proceedings of the iiWAS'2008, 2008

2007

The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace.

Thomas Thierauf, Fabian Wagner

Electron. Colloquium Comput. Complex., 2007

Hardness Results for Tournament Isomorphism and Automorphism.

Fabian Wagner

Proceedings of the Mathematical Foundations of Computer Science 2007, 2007

Integrated Assessment of Air Pollution and Greenhouse Gases Mitigation in Europe.

Janusz Cofala, Markus Amann, Willem Asman, Imrich Bertok, Chris Heyes, Zbigniew Klimont, Wolfgang Schöpp, Fabian Wagner

Proceedings of the Environmental Informatics and Systems Research: Proceedings of the 21st International Conference for Environmental Protection, 2007