Arnd Dörfler - RankMe

33 papers A 1B 2Journal 18Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma. CoRR Ahmed Gomaa, Yixing Huang, Pluvio Stephan, Katharina Breininger, Benjamin Frey, Arnd Dörfler, Oliver Schnell, Daniel Delev, Roland Coras, Charlotte Schmitter, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Siming Bayer, Stephan Schönecker, Dieter Henrik Heiland, Peter H. N. de With, Udo S. Gaipl, Christoph Bert, Rainer Fietkau, Manuel A. Schmidt, Florian Putz
2025	J	`jnl`	Large-Scale Pre-training Enables Multimodal AI Differentiation of Radiation Necrosis from Brain Metastasis Progression on Routine MRI. CoRR Ahmed Gomaa, Annette Schwarz, Ludwig Singer, Arnd Dörfler, Matthias Stefan May, Pluvio Stephan, Ishita Sheth, Juliane Szkitsak, Katharina Breininger, Yixing Huang, Benjamin Frey, Oliver Schnell, Daniel Delev, Roland Coras, Daniel Höfler, Philipp Schubert, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Dieter Henrik Heiland, Udo S. Gaipl, Andrea Wittig, Rainer Fietkau, Christoph Bert, Stefanie Corradini, Florian Putz
2024	—	`conf`	Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. Bildverarbeitung für die Medizin 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
2024	—	`conf`	Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy. MIUA (2) Dalia Rodríguez-Salas, Christian Riess, Celia Martín Vicario, Oliver Taubmann, Hendrik Ditt, Stefan Schwab, Arnd Dörfler
2024	J	`jnl`	Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. CoRR 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
2023	—	`conf`	Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. MICCAI (8) 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
2023	J	`jnl`	Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz
2022	J	`jnl`	Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
2021	J	`jnl`	Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR 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
2020	J	`jnl`	Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. IEEE Trans. Medical Imaging Christopher Syben, Bernhard Stimpel, Philipp Roser, Arnd Dörfler, Andreas K. Maier
2020	J	`jnl`	Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
2019	—	`conf`	Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. Bildverarbeitung für die Medizin Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
2019	—	`conf`	Multi-Modal Super-Resolution with Deep Guided Filtering. Bildverarbeitung für die Medizin Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
2019	J	`jnl`	Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing. CoRR Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
2019	B	`conf`	Projection image-to-image translation in hybrid x-ray/MR imaging. Image Processing Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Jonathan M. Lommen, Arnd Dörfler, Andreas K. Maier
2019	J	`jnl`	Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. CoRR Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
2018	—	`conf`	Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion. GCPR Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas Maier
2018	J	`jnl`	Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. CoRR Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
2018	J	`jnl`	Projection image-to-image translation in hybrid X-ray/MR imaging. CoRR Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Katrin Mentl, Jonathan Lommen, Arnd Dörfler, Andreas K. Maier
2018	J	`jnl`	Temporal and Volumetric Denoising via Quantile Sparse Image (QuaSI) Prior in Optical Coherence Tomography and Beyond. CoRR Franziska Schirrmacher, Thomas Köhler, Tobias Lindenberger, Lennart Husvogt, Jürgen Endres, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier
2018	J	`jnl`	Temporal and volumetric denoising via quantile sparse image prior. Medical Image Anal. Franziska Schirrmacher, Thomas Köhler, Jürgen Endres, Tobias Lindenberger, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier
2017	J	`jnl`	A Deep Learning Approach for Reconstruction Filter Kernel Discretization. CoRR Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas K. Maier
2017	—	`conf`	Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images. Bildverarbeitung für die Medizin Jürgen Endres, Christopher Rohkohl, Kevin Royalty, Sebastian Schafer, Andreas K. Maier, Arnd Dörfler, Markus Kowarschik
2017	J	`jnl`	MR to X-Ray Projection Image Synthesis. CoRR Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier
2015	—	`conf`	A fully-automatic locally adaptive thresholding algorithm for blood vessel segmentation in 3D digital subtraction angiography. EMBC Marco Bögel, Philip Hoelter, Thomas Redel, Andreas K. Maier, Joachim Hornegger, Arnd Dörfler
2015	A	`conf`	Epipolar Consistency in Fluoroscopy for Image-Based Tracking. BMVC André Aichert, Jian Wang, Roman Schaffert, Arnd Dörfler, Joachim Hornegger, Andreas K. Maier
2015	—	`conf`	Respiratory Motion Compensation for C-Arm CT Liver Imaging. Bildverarbeitung für die Medizin Aline Sindel, Marco Bögel, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger, Arnd Dörfler
2012	—	`conf`	Prior-Based Automatic Segmentation of the Carotid Artery Lumen in TOF MRA (PASCAL). MICCAI (2) Jana Hutter, Hannes G. Hofmann, Robert Grimm, Andreas Greiser, Marc Saake, Joachim Hornegger, Arnd Dörfler, Peter Schmitt
2011	J	`jnl`	Functional connectivity of the human insular cortex during noxious and innocuous thermal stimulation. NeuroImage Elena Peltz, Frank Seifert, Roberto DeCol, Arnd Dörfler, Stefan Schwab, Christian Maihöfner
2011	—	`conf`	Glaucoma Classification Based on Histogram Analysis of Diffusion Tensor Imaging Measures in the Optic Radiation. CAIP (1) Ahmed El-Rafei, Tobias Engelhorn, Simone Wärntges, Arnd Dörfler, Joachim Hornegger, Georg Michelson
2009	J	`jnl`	Fluid flow simulation on the Cell Broadband Engine using the lattice Boltzmann method. Comput. Math. Appl. Markus Stürmer, Jan Götz, Gregor Richter, Arnd Dörfler, Ulrich Rüde
2009	—	`conf`	Towards real-time guidewire detection and tracking in the field of neuroradiology. Image-Guided Procedures Martin Spiegel, Marcus Pfister, Dieter A. Hahn, Volker Daum, Joachim Hornegger, Tobias Struffert, Arnd Dörfler
2006	B	`conf`	Multi-modal 2D-3D non-rigid registration. Image Processing Marcus Prümmer, Joachim Hornegger, Marcus Pfister, Arnd Dörfler