Deep OCT Angiography Image Generation for Motion Artifact Suppression (English)
- New search for: Hossbach, Julian
- New search for: Husvogt, Lennart
- New search for: Kraus, Martin F.
- New search for: Fujimoto, James G.
- New search for: Maier, Andreas K.
- New search for: Hossbach, Julian
- New search for: Husvogt, Lennart
- New search for: Kraus, Martin F.
- New search for: Fujimoto, James G.
- New search for: Maier, Andreas K.
In:
Bildverarbeitung für die Medizin 2020
; 248-253
;
2020
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ISBN:
- Conference paper / Print
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Title:Deep OCT Angiography Image Generation for Motion Artifact Suppression
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Contributors:Hossbach, Julian ( author ) / Husvogt, Lennart ( author ) / Kraus, Martin F. ( author ) / Fujimoto, James G. ( author ) / Maier, Andreas K. ( author )
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Conference:Workshop Bildverarbeitung für die Medizin ; 2020 ; Berlin
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Published in:Bildverarbeitung für die Medizin 2020 ; 248-253
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Publisher:
- New search for: Springer Vieweg
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Place of publication:Wiesbaden
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Publication date:2020
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 54.80
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.80 Angewandte Informatik -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Deep segmentation of bacteria at different stages of the life cycleSpilger, Roman / Schwackenhofer, Tobias / Kaspar, Charlotte / Bischofs-Pfeifer, Ilka / Rohr, Karl et al. | 2020
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Retrospective Color Shading Correction for Endoscopic ImagesWeiherer, Maximilian / Zorn, Martin / Wittenberg, Thomas / Palm, Christoph et al. | 2020
- 20
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Neural Network for Analyzing Prostate Cancer Tissue Microarrays: Problems and PossibilitiesBauer, Markus / Zürner, Sebastian / Popp, Georg / Kristiansen, Glen / Braumann, Ulf-Dietrich et al. | 2020
- 26
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Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides?Marzahl, Christian / Aubreville, Marc / Bertram, Christof A. / Gerlach, Stefan / Maier, Jennifer / Voigt, Jörn / Hill, Jenny / Klopfleisch, Robert / Maier, Andreas et al. | 2020
- 32
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Defence of Mathematical Models for Deep Learning-Based Registration (Abstract)Hansen, Lasse / Blendowski, Maximilian / Heinrich, Mattias P. et al. | 2020
- 33
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- 39
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COPD Classification in CT Images Using a 3D Convolutional Neural Network (Poster)Ahmed, Jalil / Vesal, Sulaiman / Durlak, Feliz / Kaergel, Rainer / Ravikumar, Nishant / Rémy-Jardin, Martine / Maier, Andreas et al. | 2020
- 46
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- 52
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Automatic Detection of Cervical Spine Ligaments Origin and Insertion Points (Abstract)Al-Dhamari, Ibraheem / Bauer, Sabine / Keller, Eva / Paulus, Dietrich et al. | 2020
- 53
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Compressed Sensing for Optical Coherence Tomography Angiography Volume GenerationHusvogt, Lennart / Ploner, Stefan B. / Stromer, Daniel / Schottenhamml, Julia / Moult, Eric / Fujimoto, James G. / Maier, Andreas et al. | 2020
- 88
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- 95
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Deep Learning-Based Denoising of Mammographic Images Using Physics-Driven Data AugmentationEckert, Dominik / Vesal, Sulaiman / Ritschi, Ludwig / Kappler, Steffen / Maier, Andreas et al. | 2020
- 102
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- 108
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Entropy-Based SVM Classifier for Automatic Detection of Motion Artifacts in Clinical MRIPreetha, Chandrakanth Jayachandran / Mattern, Hendrik / Juneja, Medha / Vogt, Johannes / Speck, Oliver / Hartkens, Thomas et al. | 2020
- 114
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Tenfold Your Photons: Physically-Sound Approach to Filtering-Based Variance Reduction of Monte-Carlo-Simulated Dose DistributionsRoser, Philipp / Birkhold, Annette / Preuhs, Alexander / Kowarschik, Markus / Fahrig, Rebecca / Maier, Andreas et al. | 2020
- 120
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CT-Based Non-Destructive Quantification of 3D-Printed Hydrogel ImplantsSteinert, Jule / Wittenberg, Thomas / Bednarzig, Vera / Detsch, Rainer / Claussen, Joelle / Gerth, Stefan et al. | 2020
- 126
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Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose SimulationRoser, Philipp / Birkhold, Annette / Preuhs, Alexander / Stimpel, Bernhard / Syben, Christopher / Strobel, Norbert / Kowarschik, Markus / Fahrig, Rebecca / Maier, Andreas et al. | 2020
- 132
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- 138
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Prediction of MRI Hardware Failures Based on Image Features Using Ensemble LearningKuhnert, Nadine / Pflüger, Lea / Maier, Andreas et al. | 2020
- 144
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- 145
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Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image RetrievalBootwala, Azeem / Breininger, Katharina / Maier, Andreas / Christlein, Vincent et al. | 2020
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- 164
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Intensity-Based 2D-3D Registration Using Normalized Gradient FieldsLange, Annkristin / Heldmann, Stefan et al. | 2020
- 170
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mlVIRNET: Improved Deep Learning Registration Using a Coarse to Fine Approach to Capture all Levels of MotionHering, Alessa / Heldmann, Stefan et al. | 2020
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- 184
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Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning (Abstract)Kepp, Timo / Sudkamp, Helge / Burchard, Claus von der / Schenke, Hendrik / Koch, Peter / Hüttmann, Gereon / Roider, Johann / Heinrich, Mattias P. / Handels, Heinz et al. | 2020
- 185
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- 186
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Learning to Avoid Poor Images: Towards Task-Aware C-Arm Cone-Beam CT Trajectories (Abstract)Zaech, Jan-Nico / Gao, Cong / Bier, Bastian / Taylor, Russell / Maier, Andreas / Navab, Nassir / Unberath, Mathias et al. | 2020
- 187
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Field of View Extension in Computed Tomography Using Deep Learning PriorHuang, Yixing / Gao, Lei / Preuhs, Alexander / Maier, Andreas et al. | 2020
- 193
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Self-Supervised 3D Context Feature Learning on Unlabeled Volume Data (Abstract)Blendowski, Maximilian / Heinrich, Mattias P. et al. | 2020
- 194
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Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA ScansReidelshöfer, Anika / Eckert, Joachim / Sühling, Michael / Schmermund, Axel / Maier, Andreas et al. | 2020
- 200
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Unsupervised Anomaly Localization Using Variational Auto-Encoders (Abstract)Zimmerer, David / Isensee, Fabian / Petersen, Jens / Kohl, Simon / Maier-Hein, Klaus et al. | 2020
- 201
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Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics (Abstract)Denzinger, Felix / Wels, Michael / Breininger, Katharina / Reidelshöfer, Anika / Eckert, Joachim / Sühling, Michael / Schmermund, Axel / Maier, Andreas et al. | 2020
- 202
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Quantitative Comparison of Generative Shape Models for Medical ImagesUzunova, Hristina / Kaftan, Paul / Wilms, Matthias / Forkert, Nils D. / Handels, Heinz / Ehrhardt, Jan et al. | 2020
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Deep Probabilistic Modeling of Glioma Growth (Abstract)Petersen, Jens / Jäger, Paul F. / Isensee, Fabian / Kohl, Simon A. A. / Neuberger, Ulf / Wick, Wolfgang / Debus, Jürgen / Heiland, Sabine / Bendszus, Martin / Kickingereder, Philipp et al. | 2020
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Deep Learning-Based CT-CBCT Image Registration for Adaptive Radio Therapy (Abstract)Kuckertz, Sven / Papenberg, Nils / Honegger, Jonas / Morgas, Tomasz / Haas, Benjamin / Heldmann, Stefan et al. | 2020
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Learning-Based Misalignment Detection for 2-D/3-D OverlaysSchaffert, Roman / Wang, Jian / Fischer, Peter / Borsdorf, Anja / Maier, Andreas et al. | 2020
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Deep Groupwise Registration of MRI Using Deforming AutoencodersSiebert, Hanna / Heinrich, Mattias P. et al. | 2020
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Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance LossKopaczka, Marcin / Jacob, Tobias / Ernst, Lisa / Schulz, Mareike / Tolba, René / Merhof, Dorit et al. | 2020
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Deep OCT Angiography Image Generation for Motion Artifact SuppressionHossbach, Julian / Husvogt, Lennart / Kraus, Martin F. / Fujimoto, James G. / Maier, Andreas K. et al. | 2020
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Open Source Simulation of Fixational Eye Drift Motion in OCT Scans: Towards Better Comparability and Accuracy in Retrospective OCT Motion CorrectionNau, Merlin A. / Ploner, Stefan B. / Moult, Eric M. / Fujimoto, James G. / Maier, Andreas K. et al. | 2020
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3D Catheter Guidance Including Shape Sensing for Endovascular Navigation (Abstract)Jäckle, Sonja / García-Vázquez, Verónica / Haxthausen, Felix von / Eixmann, Tim / Sieren, Malte Maria / Schulz-Hildebrandt, Hinnerk / Hüttmann, Gereon / Ernst, Floris / Kleemann, Markus / Pätz, Torben et al. | 2020
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Modularization of Deep Networks Allows Cross-Modality Reuse: Lesson LearntFu, Weilin / Husvogt, Lennart / Ploner, Stefan / Fujimoto, James G. / Maier, Andreas et al. | 2020
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