Oliver Taubmann

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Automatic Detection

Computed Tomography

Top Venues

Bildverarbeitung für die Medizin

Int. J. Comput. Assist. Radiol. Surg.

Publications

Linda Vorberg, Oliver Taubmann, Hendrik Ditt, Andreas K. Maier
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels. Bildverarbeitung für die Medizin (2024)
Frauke Wilm, Marcel Reimann, Oliver Taubmann, Alexander Mühlberg, Katharina Breininger
Appearance-based Debiasing of Deep Learning Models in Medical Imaging. Bildverarbeitung für die Medizin (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)
Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps. Bildverarbeitung für die Medizin (2024)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. Bildverarbeitung für die Medizin (2024)
Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg
Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images DeepTechnome. Bildverarbeitung für die Medizin (2023)
Leonhard Rist, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Michael Sühling, Andreas Maier
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. ISBI (2023)
Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression. ISBI (2023)
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. CoRR (2023)
Jonas Schauer, Florian Thamm, Oliver Taubmann, Andreas K. Maier
Cerebral Vessel Tree Estimation from Non-contrast CT using Deep Learning Methods. Bildverarbeitung für die Medizin (2023)
Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps. MICCAI (5) (2023)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier
Detection of Large Vessel Occlusions Using Deep Learning by Deforming Vessel Tree Segmentations. Bildverarbeitung für die Medizin (2022)
Antonia Popp, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Andreas K. Maier, Katharina Breininger
Thrombus Detection in Non-contrast Head CT Using Graph Deep Learning. Bildverarbeitung für die Medizin (2022)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. MICCAI (3) (2022)
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. CoRR (2022)
Alexander Mühlberg, Paul Ritter, Simon Langer, Chloë Goossens, Stefanie Nübler, Dominik Schneidereit, Oliver Taubmann, Felix Denzinger, Dominik Nörenberg, Michael Haug, Wolfgang H. Goldmann, Andreas K. Maier, Oliver Friedrich, Lucas Kreiss
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology. CoRR (2022)
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. MIDL (2022)
Jad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas K. Maier
Detecting Large Vessel Occlusions using Graph Deep Learning. GeoMedIA (2022)
Florian Thamm, Markus Jürgens, Oliver Taubmann, Aleksandra Thamm, Leonhard Rist, Hendrik Ditt, Andreas K. Maier
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes. CoRR (2022)
Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images. CoRR (2022)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas K. Maier
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. CoRR (2022)
Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations. CoRR (2021)
Florian Thamm, Oliver Taubmann, Felix Denzinger, Markus Jürgens, Hendrik Ditt, Andreas Maier
SyNCCT: Synthetic Non-contrast Images of the Brain from Single-Energy Computed Tomography Angiography. MICCAI (7) (2021)
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization. Neurocomputing 458 (2021)
Oliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier
Automatic Detection of Free Intra-abdominal Air in Computed Tomography. MICCAI (2) (2020)
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization. CoRR (2020)
Maximilian Hornung, Oliver Taubmann, Hendrik Ditt, Björn H. Menze, Pawel Andrzej Herman, Erik Fransén
Detection of Ischemic Infarct Core in Non-contrast Computed Tomography. MLMI@MICCAI (2020)
Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier
Traditional machine learning for limited angle tomography. Int. J. Comput. Assist. Radiol. Surg. 14 (1) (2019)
Mathias Unberath, Oliver Taubmann, André Aichert, Stephan Achenbach, Andreas K. Maier
Prior-Free Respiratory Motion Estimation in Rotational Angiography. IEEE Trans. Medical Imaging 37 (9) (2018)
Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography. Bildverarbeitung für die Medizin (2018)
Tobias Geimer, Mathias Unberath, Adriana Birlutiu, Oliver Taubmann, J. Wolfelschneider, Christoph Bert, Andreas K. Maier
A kernel-based framework for intra-fractional respiratory motion estimation in radiation therapy. ISBI (2017)
Mathias Unberath, Oliver Taubmann, Bastian Bier, Tobias Geimer, Michaela M. Hell, Stephan Achenbach, Andreas K. Maier
Respiratory motion compensation in rotational angiography: Graphical model-based optimization of auto-focus measures. ISBI (2017)
Oliver Taubmann, Mathias Unberath, Günter Lauritsch, Stephan Achenbach, Andreas K. Maier
Spatio-temporally regularized 4-D cardiovascular C-arm CT reconstruction using a proximal algorithm. ISBI (2017)
Franziska Schirrmacher, Oliver Taubmann, Mathias Unberath, Andreas K. Maier
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography. Bildverarbeitung für die Medizin (2017)
Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas K. Maier
Scale-Space Anisotropic Total Variation for Limited Angle Tomography. CoRR (2017)
Tobias Geimer, Adriana Birlutiu, Mathias Unberath, Oliver Taubmann, Christoph Bert, Andreas K. Maier
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy. Bildverarbeitung für die Medizin (2017)
Viktor Haase, Oliver Taubmann, Yixing Huang, Gregor Krings, Günter Lauritsch, Andreas K. Maier, Alfred Mertins
Make the Most of Time Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT. Bildverarbeitung für die Medizin (2016)
Yixing Huang, Guenter Lauritsch, Mario Amrehn, Oliver Taubmann, Viktor Haase, Daniel Stromer, Xiaolin Huang, Andreas K. Maier
Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model. Bildverarbeitung für die Medizin (2016)
Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Günter Lauritsch, Andreas K. Maier
A new weighted anisotropic total variation algorithm for limited angle tomography. ISBI (2016)
Oliver Taubmann, Günter Lauritsch, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger
Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography. MICCAI (2) (2015)
Oliver Taubmann, Jens Wetzl, Günter Lauritsch, Andreas K. Maier, Joachim Hornegger
Sharp as a Tack. Bildverarbeitung für die Medizin (2015)
Yanye Lu, Michael Manhart, Oliver Taubmann, Tobias Zobel, Qiao Yang, Jang Hwan Choi, Meng Wu, Arnd Doerfler, Rebecca Fahrig, Qiushi Ren, Joachim Hornegger, Andreas K. Maier
Projection-Based Denoising Method for Photon-Counting Energy-Resolving Detectors. Bildverarbeitung für die Medizin (2015)
Andreas K. Maier, Oliver Taubmann, Jens Wetzl, Jakob Wasza, Christoph Forman, Peter Fischer, Joachim Hornegger, Rebecca Fahrig
Fast Interpolation of Dense Motion Fields from Synthetic Phantoms. Bildverarbeitung für die Medizin (2014)
Jens Wetzl, Oliver Taubmann, Sven Haase, Thomas Köhler, Martin Kraus, Joachim Hornegger
GPU-Accelerated Time-of-Flight Super-Resolution for Image-Guided Surgery. Bildverarbeitung für die Medizin (2013)