Fabian Wagner

Orcid: 0000-0002-5964-6485

According to our database1, Fabian Wagner authored at least 84 papers between 2007 and 2025.

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Bibliography

2025
Low-dose computed tomography perceptual image quality assessment.
Medical Image Anal., 2025

2024
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution.
IEEE Trans. Instrum. Meas., 2024

On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation.
CoRR, 2024

Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.
CoRR, 2024

Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models.
CoRR, 2024

Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction.
CoRR, 2024

A gradient-based approach to fast and accurate head motion compensation in cone-beam CT.
CoRR, 2024

Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction.
Comput. Biol. Medicine, 2024

Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Exploring Epipolar Consistency Conditions.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model.
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.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

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

Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
CoRR, 2023

Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy.
CoRR, 2023

Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography.
CoRR, 2023

Optimizing CT Scan Geometries With and Without Gradients.
CoRR, 2023

Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation.
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.
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.
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.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets.
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.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.
Proceedings of the Information Processing in Medical Imaging, 2023

Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model.
Proceedings of the Information Processing in Medical Imaging, 2023

Extended Reality Solutions in Medical Context and Educational Approaches.
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.
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.
Proceedings of the dHealth 2023, 2023

Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022
The Ensemble Kalman Filter for Rare Event Estimation.
SIAM/ASA J. Uncertain. Quantification, 2022

Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction.
CoRR, 2022

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
CoRR, 2022

ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation.
CoRR, 2022

Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography.
CoRR, 2022

Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations.
CoRR, 2022

Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks.
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.
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.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021
Error Analysis for Probabilities of Rare Events with Approximate Models.
SIAM J. Numer. Anal., 2021

mHealthINX - A Virtual Reality-Based Occupational Stress Management Solution for Older Employees.
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.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Multilevel Sequential Importance Sampling for Rare Event Estimation.
SIAM J. Sci. Comput., 2020

2016
Counting the Number of Perfect Matchings in K 5-Free Graphs.
Theory Comput. Syst., 2016

2015
Beating the generator-enumeration bound for p-group isomorphism.
Theor. Comput. Sci., 2015

2014
Collective intelligent toolbox based on linked model framework.
J. Intell. Fuzzy Syst., 2014

Federated data warehousing application framework and platform-as-a-services to model virtual data marts in the clouds.
Int. J. Intell. Inf. Database Syst., 2014

Counting the Number of Perfect Matchings in K<sub>5</sub>-free Graphs.
Electron. Colloquium Comput. Complex., 2014

Reachability in K<sub>{3, 3}</sub>-free and K<sub>5</sub>-free Graphs is in Unambiguous Logspace.
Chic. J. Theor. Comput. Sci., 2014

Counting the Number of Perfect Matchings in K5-Free Graphs.
Proceedings of the IEEE 29th Conference on Computational Complexity, 2014

2013
Graph Isomorphism is Not AC0-Reducible to Group Isomorphism.
ACM Trans. Comput. Theory, 2013

Mitigation Efforts Calculator (MEC).
Inf. Syst. Frontiers, 2013

Multi-model Framework for modeling Holistic Climate and Air quality Strategies.
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.
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.
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.
Environ. Model. Softw., 2011

On the Complexity of Group Isomorphism.
Electron. Colloquium Comput. Complex., 2011

Graphs of Bounded Treewidth can be Canonized in AC<sup>1</sup>.
Electron. Colloquium Comput. Complex., 2011

GAINS - An Interactive Tool for Assessing International GHG Mitigation Regimes.
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.
Proceedings of the Intelligent Information and Database Systems, 2011

2010
Graph Isomorphism for K<sub>3,3</sub>-free and K<sub>5</sub>-free graphs is in Log-space.
Electron. Colloquium Comput. Complex., 2010

Graph Isomorphism is not AC^0 reducible to Group Isomorphism.
Electron. Colloquium Comput. Complex., 2010

Mitigation Efforts Calculator (MEC): an online calculator for interactive comparison of mitigation efforts between UNFCCC annex 1 countries.
Proceedings of the iiWAS'2010, 2010

2009
Reachability in K<sub>3,3</sub>-free Graphs and K<sub>5</sub>-free Graphs is in Unambiguous Log-Space.
Electron. Colloquium Comput. Complex., 2009

Planar Graph Isomorphism is in Log-space.
Electron. Colloquium Comput. Complex., 2009

Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs.
Electron. Colloquium Comput. Complex., 2009

The Complexity of Planar Graph Isomorphism.
Bull. EATCS, 2009

Graph Isomorphism for K_{3, 3}-free and K_5-free graphs is in Log-space.
Proceedings of the IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2009

Reachability in <i>K</i><sub>3, 3</sub>-Free Graphs and <i>K</i><sub>5</sub>-Free Graphs Is in Unambiguous Log-Space.
Proceedings of the Fundamentals of Computation Theory, 17th International Symposium, 2009

2008
A Log-space Algorithm for Canonization of Planar Graphs
CoRR, 2008

Hardness results for isomorphism and automorphism of bounded valence graphs.
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.
Proceedings of the iiWAS'2008, 2008

2007
The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace.
Electron. Colloquium Comput. Complex., 2007

Hardness Results for Tournament Isomorphism and Automorphism.
Proceedings of the Mathematical Foundations of Computer Science 2007, 2007

Integrated Assessment of Air Pollution and Greenhouse Gases Mitigation in Europe.
Proceedings of the Environmental Informatics and Systems Research: Proceedings of the 21st International Conference for Environmental Protection, 2007


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