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Arnd Dörfler
Publication Activity (10 Years)
Years Active: 2006-2024
Publications (10 Years): 23
Top Topics
Medical Image Processing
Respiratory Motion
Denoising
Digital Subtraction Angiography
Top Venues
CoRR
Bildverarbeitung für die Medizin
IEEE Trans. Medical Imaging
Medical Image Anal.
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Publications
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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)
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)