Arnd Dörfler

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Topics

Respiratory Motion

Medical Image Processing

Survival Prediction

Digital Subtraction Angiography

Top Venues

Bildverarbeitung für die Medizin

IEEE Trans. Medical Imaging

Publications

Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas K. Maier, Moritz Zaiss
Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. Bildverarbeitung für die Medizin (2024)
Ahmed Gomaa, Yixing Huang, Amr Hagag, Charlotte Schmitter, Daniel Höfler, Thomas Weissmann, Katharina Breininger, Manuel A. Schmidt, Jenny Stritzelberger, Daniel Delev, Roland Coras, Arnd Dörfler, Oliver Schnell, Benjamin Frey, Udo S. Gaipl, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. CoRR (2024)
Dalia Rodríguez-Salas, Christian Riess, Celia Martín Vicario, Oliver Taubmann, Hendrik Ditt, Stefan Schwab, Arnd Dörfler
Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy. MIUA (2) (2024)
Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Moritz Zaiss
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. MICCAI (8) (2023)
Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR (2023)
Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR (2022)
Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR (2021)
Christopher Syben, Bernhard Stimpel, Philipp Roser, Arnd Dörfler, Andreas K. Maier
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. IEEE Trans. Medical Imaging 39 (11) (2020)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging 39 (5) (2020)
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)
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)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-Modal Super-Resolution with Deep Guided Filtering. Bildverarbeitung für die Medizin (2019)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing. CoRR (2019)
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)
Franziska Schirrmacher, Thomas Köhler, Tobias Lindenberger, Lennart Husvogt, Jürgen Endres, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier
Temporal and Volumetric Denoising via Quantile Sparse Image (QuaSI) Prior in Optical Coherence Tomography and Beyond. CoRR (2018)
Franziska Schirrmacher, Thomas Köhler, Jürgen Endres, Tobias Lindenberger, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier
Temporal and volumetric denoising via quantile sparse image prior. Medical Image Anal. 48 (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)
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)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier
MR to X-Ray Projection Image Synthesis. CoRR (2017)
Jürgen Endres, Christopher Rohkohl, Kevin Royalty, Sebastian Schafer, Andreas K. Maier, Arnd Dörfler, Markus Kowarschik
Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images. Bildverarbeitung für die Medizin (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)
Aline Sindel, Marco Bögel, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger, Arnd Dörfler
Respiratory Motion Compensation for C-Arm CT Liver Imaging. Bildverarbeitung für die Medizin (2015)
Marco Bögel, Philip Hoelter, Thomas Redel, Andreas K. Maier, Joachim Hornegger, Arnd Dörfler
A fully-automatic locally adaptive thresholding algorithm for blood vessel segmentation in 3D digital subtraction angiography. EMBC (2015)
André Aichert, Jian Wang, Roman Schaffert, Arnd Dörfler, Joachim Hornegger, Andreas K. Maier
Epipolar Consistency in Fluoroscopy for Image-Based Tracking. BMVC (2015)
Jana Hutter, Hannes G. Hofmann, Robert Grimm, Andreas Greiser, Marc Saake, Joachim Hornegger, Arnd Dörfler, Peter Schmitt
Prior-Based Automatic Segmentation of the Carotid Artery Lumen in TOF MRA (PASCAL). MICCAI (2) (2012)
Elena Peltz, Frank Seifert, Roberto DeCol, Arnd Dörfler, Stefan Schwab, Christian Maihöfner
Functional connectivity of the human insular cortex during noxious and innocuous thermal stimulation. NeuroImage 54 (2) (2011)
Ahmed El-Rafei, Tobias Engelhorn, Simone Wärntges, Arnd Dörfler, Joachim Hornegger, Georg Michelson
Glaucoma Classification Based on Histogram Analysis of Diffusion Tensor Imaging Measures in the Optic Radiation. CAIP (1) (2011)
Markus Stürmer, Jan Götz, Gregor Richter, Arnd Dörfler, Ulrich Rüde
Fluid flow simulation on the Cell Broadband Engine using the lattice Boltzmann method. Comput. Math. Appl. 58 (5) (2009)
Martin Spiegel, Marcus Pfister, Dieter A. Hahn, Volker Daum, Joachim Hornegger, Tobias Struffert, Arnd Dörfler
Towards real-time guidewire detection and tracking in the field of neuroradiology. Medical Imaging: Image-Guided Procedures (2009)
Marcus Prümmer, Joachim Hornegger, Marcus Pfister, Arnd Dörfler
Multi-modal 2D-3D non-rigid registration. Medical Imaging: Image Processing (2006)