Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
Zhong, Xia, Amrehn, Mario, Ravikumar, Nishant, Chen, Shuqing, Strobel, Norbert, Birkhold, Annette, Kowarschik, Markus, Fahrig, Rebecca, Maier, Andreas
Published in Scientific reports (08.02.2021)
Published in Scientific reports (08.02.2021)
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Journal Article
Deconvolution-Based CT and MR Brain Perfusion Measurement : Theoretical Model Revisited and Practical Implementation Details
Fieselmann, Andreas, Kowarschik, Markus, Ganguly, Arundhuti, Hornegger, Joachim, Fahrig, Rebecca
Published in International journal of biomedical imaging (01.01.2011)
Published in International journal of biomedical imaging (01.01.2011)
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Journal Article
Evaluation of an Artificial Intelligence-Based 3D-Angiography for Visualization of Cerebral Vasculature
Lang, Stefan, Hoelter, Philip, Schmidt, Manuel, Eisenhut, Felix, Kaethner, Christian, Kowarschik, Markus, Lücking, Hannes, Doerfler, Arnd
Published in Clinical neuroradiology (Munich) (01.12.2020)
Published in Clinical neuroradiology (Munich) (01.12.2020)
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Journal Article
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair
Breininger, Katharina, Albarqouni, Shadi, Kurzendorfer, Tanja, Pfister, Marcus, Kowarschik, Markus, Maier, Andreas
Published in International journal for computer assisted radiology and surgery (01.08.2018)
Published in International journal for computer assisted radiology and surgery (01.08.2018)
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Journal Article
XDose: toward online cross-validation of experimental and computational X-ray dose estimation
Roser, Philipp, Birkhold, Annette, Preuhs, Alexander, Ochs, Philipp, Stepina, Elizaveta, Strobel, Norbert, Kowarschik, Markus, Fahrig, Rebecca, Maier, Andreas
Published in International journal for computer assisted radiology and surgery (01.01.2021)
Published in International journal for computer assisted radiology and surgery (01.01.2021)
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Journal Article
Accuracy of Dose-Saving Artificial-Intelligence-Based 3D Angiography (3DA) for Grading of Intracranial Artery Stenoses: Preliminary Findings
Lang, Stefan, Hoelter, Philip, Schmidt, Manuel Alexander, Mrochen, Anne, Kuramatsu, Joji, Kaethner, Christian, Roser, Philipp, Kowarschik, Markus, Doerfler, Arnd
Published in Diagnostics (Basel) (01.02.2023)
Published in Diagnostics (Basel) (01.02.2023)
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Journal Article
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
Maier, Andreas, Weingarten, Markus, Strumia, Maddalena, Kortekaas, Reinier, Steidl, Stefan, Amrehn, Mario, Kowarschik, Markus
Published in International journal of biomedical imaging (2019)
Published in International journal of biomedical imaging (2019)
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Journal Article
Objective Assessment of Transcatheter Arterial Chemoembolization Angiographic Endpoints: Preliminary Study of Quantitative Digital Subtraction Angiography
Zhang, Xue-bin, MD, Zhuang, Zhi-guo, MD, Ye, Hui, MS, Beilner, Janina, MD, Kowarschik, Markus, PhD, Chen, Jie-jun, MD, Chi, Jia-chang, MD, Xu, Jian-rong, MD
Published in Journal of vascular and interventional radiology (01.05.2013)
Published in Journal of vascular and interventional radiology (01.05.2013)
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Journal Article
Material Decomposition Using Ensemble Learning for Spectral X-ray Imaging
Lu, Yanye, Kowarschik, Markus, Huang, Xiaolin, Chen, Shuqing, Ren, Qiushi, Fahrig, Rebecca, Hornegger, Joachim, Maier, Andreas
Published in IEEE transactions on radiation and plasma medical sciences (01.05.2018)
Published in IEEE transactions on radiation and plasma medical sciences (01.05.2018)
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Journal Article
Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)
Scherl, H., Keck, B., Kowarschik, M., Hornegger, J.
Published in 2007 IEEE Nuclear Science Symposium Conference Record (01.01.2007)
Published in 2007 IEEE Nuclear Science Symposium Conference Record (01.01.2007)
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Conference Proceeding
Learning-based occupational x-ray scatter estimation
Maul, Noah, Roser, Philipp, Birkhold, Annette, Kowarschik, Markus, Zhong, Xia, Strobel, Norbert, Maier, Andreas
Published in Physics in medicine & biology (07.04.2022)
Published in Physics in medicine & biology (07.04.2022)
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Journal Article
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction
Maul, Noah, Birkhold, Annette, Wagner, Fabian, Thies, Mareike, Rohleder, Maximilian, Berg, Philipp, Kowarschik, Markus, Maier, Andreas
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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Journal Article
Appearance Learning for Image-Based Motion Estimation in Tomography
Preuhs, Alexander, Manhart, Michael, Roser, Philipp, Hoppe, Elisabeth, Huang, Yixing, Psychogios, Marios, Kowarschik, Markus, Maier, Andreas
Published in IEEE transactions on medical imaging (01.11.2020)
Published in IEEE transactions on medical imaging (01.11.2020)
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Journal Article
X-Ray Scatter Estimation Using Deep Splines
Roser, Philipp, Birkhold, Annette, Preuhs, Alexander, Syben, Christopher, Felsner, Lina, Hoppe, Elisabeth, Strobel, Norbert, Kowarschik, Markus, Fahrig, Rebecca, Maier, Andreas
Published in IEEE transactions on medical imaging (01.09.2021)
Published in IEEE transactions on medical imaging (01.09.2021)
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Journal Article
BOSS: Bones, organs and skin shape model
Shetty, Karthik, Birkhold, Annette, Jaganathan, Srikrishna, Strobel, Norbert, Egger, Bernhard, Kowarschik, Markus, Maier, Andreas
Published in Computers in biology and medicine (01.10.2023)
Published in Computers in biology and medicine (01.10.2023)
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Journal Article
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
Shetty, Karthik, Birkhold, Annette, Jaganathan, Srikrishna, Strobel, Norbert, Kowarschik, Markus, Maier, Andreas, Egger, Bernhard
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
A learning-based material decomposition pipeline for multi-energy x-ray imaging
Lu, Yanye, Kowarschik, Markus, Huang, Xiaolin, Xia, Yan, Choi, Jang-Hwan, Chen, Shuqing, Hu, Shiyang, Ren, Qiushi, Fahrig, Rebecca, Hornegger, Joachim, Maier, Andreas
Published in Medical physics (Lancaster) (01.02.2019)
Published in Medical physics (Lancaster) (01.02.2019)
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Journal Article
Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning
Breininger, Katharina, Würfl, Tobias, Kurzendorfer, Tanja, Albarqouni, Shadi, Pfister, Marcus, Kowarschik, Markus, Navab, Nassir, Maier, Andreas
Published in Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Published in Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
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Book Chapter