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2020 – today
- 2024
[j6]Noah Maul
, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction. Comput. Biol. Medicine 182: 109178 (2024)- [c14]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. Bildverarbeitung für die Medizin 2024: 362 - [i8]Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction. CoRR abs/2403.01993 (2024) - 2023
- [j5]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, organs and skin shape model. Comput. Biol. Medicine 165: 107383 (2023) - [c13]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CVPR 2023: 574-584 - [c12]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. IPMI 2023: 183-194 - [c11]Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images. ML4MHD 2023: 115-124 - [i7]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. CoRR abs/2302.06557 (2023) - [i6]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, Organs and Skin Shape Model. CoRR abs/2303.04923 (2023) - 2022
- [i5]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CoRR abs/2211.11734 (2022) - 2021
- [j4]Philipp Roser, Annette Birkhold, Alexander Preuhs, Philipp Ochs, Elizaveta Stepina, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
XDose: toward online cross-validation of experimental and computational X-ray dose estimation. Int. J. Comput. Assist. Radiol. Surg. 16(1): 1-10 (2021) - [j3]Philipp Roser, Annette Birkhold, Alexander Preuhs, Christopher Syben, Lina Felsner, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
X-Ray Scatter Estimation Using Deep Splines. IEEE Trans. Medical Imaging 40(9): 2272-2283 (2021) - [c10]Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning. Bildverarbeitung für die Medizin 2021: 262 - [c9]Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering. Bildverarbeitung für die Medizin 2021: 290-295 - [i4]Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering. CoRR abs/2102.02912 (2021) - 2020
- [c8]Philipp Roser, Annette Birkhold, Alexander Preuhs, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Tenfold your Photons. Bildverarbeitung für die Medizin 2020: 113-118 - [c7]Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation. Bildverarbeitung für die Medizin 2020: 125-130 - [c6]Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning. MICCAI (2) 2020: 199-208 - [i3]Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning. CoRR abs/2007.04018 (2020)
2010 – 2019
- 2019
- [j2]Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model. Int. J. Comput. Assist. Radiol. Surg. 14(1): 53-61 (2019) - [j1]Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Pitfalls in interventional X-ray organ dose assessment - combined experimental and computational phantom study: application to prostatic artery embolization. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1859-1869 (2019) - [c5]Xia Zhong, Philipp Roser, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Tim Horz, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation. Bildverarbeitung für die Medizin 2019: 122-127 - [c4]Philipp Roser, Annette Birkhold, Xia Zhong, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation. Bildverarbeitung für die Medizin 2019: 270-275 - [i2]Pouyan Asgharzadeh, Oliver Röhrle, Bettina M. Willie, Annette I. Birkhold:
Decoding the Rejuvenating Effects of Mechanical Loading on Skeletal Maturation using in Vivo Imaging and Deep Learning. CoRR abs/1905.08099 (2019) - 2018
- [c3]Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Patient Surface Model and Internal Anatomical Landmarks Embedding. Bildverarbeitung für die Medizin 2018: 43-48 - [c2]Marco Bögel, Sonja Gehrisch, Thomas Redel, Christopher Rohkohl, Annette Birkhold, Philip Hoelter, Arnd Doerfler, Andreas K. Maier, Markus Kowarschik:
Robust Blood Flow Velocity Estimation from 3D Rotational Angiography. ICIP 2018: 3353-3357 - [c1]Xia Zhong, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Resolve Intraoperative Brain Shift as Imitation Game. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 129-137 - [i1]Xia Zhong, Mario Amrehn, Nishant Ravikumar, Shuqing Chen, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Action Learning for 3D Point Cloud Based Organ Segmentation. CoRR abs/1806.05724 (2018)
Coauthor Index
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