Tobias Würfl

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 40

Top Topics

Magnetic Resonance

Estimating The Fundamental Matrix

Top Venues

Bildverarbeitung für die Medizin

Publications

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)
Oguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier, Jörg Franke
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments. VISIGRAPP (4: VISAPP) (2021)
Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements. CoRR (2020)
Florian Schiffers, Thomas Bochynek, André Aichert, Tobias Würfl, Michael Rubenstein, Oliver Cossairt
Disassemblable Fieldwork CT Scanner Using a 3D-printed Calibration Phantom. CoRR (2020)
Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess
Reconstruction of Voxels with Position- and Angle-Dependent Weightings. CoRR (2020)
Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen, Daniel Kim, Aggelos K. Katsaggelos, Oliver Cossairt
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network. CoRR (2020)
Mandana Samiei, Tobias Würfl, Tristan Deleu, Martin Weiss, Francis Dutil, Thomas Fevens, Geneviève Boucher, Sébastien Lemieux, Joseph Paul Cohen
The TCGA Meta-Dataset Clinical Benchmark. CoRR (2019)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Jonathan M. Lommen, Arnd Dörfler, Andreas K. Maier
Projection image-to-image translation in hybrid x-ray/MR imaging. Medical Imaging: Image Processing (2019)
Tristan Deleu, Tobias Würfl, Mandana Samiei, Joseph Paul Cohen, Yoshua Bengio
Torchmeta: A Meta-Learning library for PyTorch. CoRR (2019)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with Known Operators reduces Maximum Training Error Bounds. CoRR (2019)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with known operators reduces maximum error bounds. Nat. Mach. Intell. 1 (8) (2019)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. CoRR (2019)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. Bildverarbeitung für die Medizin (2019)
Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier
Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. Bildverarbeitung für die Medizin (2019)
Tobias Würfl, André Aichert, Nicole Maass, Frank Dennerlein, Andreas K. Maier
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging. ICCV (2019)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-site Robustness Assessment. BIOIMAGING (2018)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Katrin Mentl, Jonathan Lommen, Arnd Dörfler, Andreas K. Maier
Projection image-to-image translation in hybrid X-ray/MR imaging. CoRR (2018)
Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. MICCAI (1) (2018)
Katharina Breininger, Vincent Christlein, Tobias Würfl, Andreas K. Maier
Deep Learning Fundamentals. Bildverarbeitung für die Medizin (2018)
Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier
Deep Learning for Sampling from Arbitrary Probability Distributions. CoRR (2018)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract. BIOSTEC (Selected Papers) (2018)
Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier
Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. IEEE Trans. Medical Imaging 37 (6) (2018)
Katharina Breininger, Tobias Würfl, Tanja Kurzendorfer, Shadi Albarqouni, Marcus Pfister, Markus Kowarschik, Nassir Navab, Andreas K. Maier
Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning. CVII-STENT/LABELS@MICCAI (2018)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas Maier
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion. GCPR (2018)
Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Tobias Würfl, Jim Fujimoto, Eric Moult, Andreas K. Maier
Frangi-Net. Bildverarbeitung für die Medizin (2018)
Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier
Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. MICCAI (1) (2018)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. CoRR (2018)
Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier
Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions. MLMIR@MICCAI (2018)
Andreas K. Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang Hwan Choi, Rebecca Fahrig
Precision Learning: Towards Use of Known Operators in Neural Networks. ICPR (2018)
Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. CoRR (2018)
Weilin Fu, Katharina Breininger, Tobias Würfl, Nishant Ravikumar, Roman Schaffert, Andreas K. Maier
Frangi-Net: A Neural Network Approach to Vessel Segmentation. CoRR (2017)
Kerstin Hammernik, Tobias Würfl, Thomas Pock, Andreas K. Maier
A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction. Bildverarbeitung für die Medizin (2017)
Andreas K. Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang Hwan Choi, Rebecca Fahrig
Precision Learning: Towards Use of Known Operators in Neural Networks. CoRR (2017)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier
MR to X-Ray Projection Image Synthesis. CoRR (2017)
Elisabeth Hoppe, Gregor Körzdörfer, Tobias Würfl, Jens Wetzl, Felix Lugauer, Josef Pfeuffer, Andreas K. Maier
Deep Learning for Magnetic Resonance Fingerprinting: A New Approach for Predicting Quantitative Parameter Values from Time Series. GMDS (2017)
Vincent Christlein, Florin C. Ghesu, Tobias Würfl, Andreas K. Maier, Fabian Isensee, Peter F. Neher, Klaus H. Maier-Hein
Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis. Bildverarbeitung für die Medizin (2017)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment. CoRR (2017)
Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas K. Maier
A Deep Learning Approach for Reconstruction Filter Kernel Discretization. CoRR (2017)
Tobias Würfl, Florin C. Ghesu, Vincent Christlein, Andreas K. Maier
Deep Learning Computed Tomography. MICCAI (3) (2016)
Martin Sedlmayr, Tobias Würfl, Christian Maier, Lothar Häberle, Peter A. Fasching, Hans-Ulrich Prokosch, Jan Christoph
Optimizing R with SparkR on a commodity cluster for biomedical research. Comput. Methods Programs Biomed. 137 (2016)