Annette Birkhold

According to our database, Annette Birkhold authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction.

Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier

CoRR, 2024

Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model.

Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

BOSS: Bones, organs and skin shape model.

Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier

Comput. Biol. Medicine, October, 2023

HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images.

Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier

Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model.

Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier

Proceedings of the Information Processing in Medical Imaging, 2023

PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation.

Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

X-Ray Scatter Estimation Using Deep Splines.

Philipp Roser, Annette Birkhold, Alexander Preuhs, Christopher Syben, Lina Felsner, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

IEEE Trans. Medical Imaging, 2021

XDose: toward online cross-validation of experimental and computational X-ray dose estimation.

Philipp Roser, Annette Birkhold, Alexander Preuhs, Philipp Ochs, Elizaveta Stepina, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Int. J. Comput. Assist. Radiol. Surg., 2021

Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering.

Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning.

Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning.

Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation.

Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Tenfold your Photons.

Philipp Roser, Annette Birkhold, Alexander Preuhs, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

Decoding the Rejuvenating Effects of Mechanical Loading on Skeletal Maturation using in Vivo Imaging and Deep Learning.

Pouyan Asgharzadeh, Oliver Röhrle, Bettina M. Willie, Annette I. Birkhold

CoRR, 2019

A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model.

Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Int. J. Comput. Assist. Radiol. Surg., 2019

Pitfalls in interventional X-ray organ dose assessment - combined experimental and computational phantom study: application to prostatic artery embolization.

Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

Int. J. Comput. Assist. Radiol. Surg., 2019

Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation.

Xia Zhong, Philipp Roser, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Tim Horz, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation.

Philipp Roser, Annette Birkhold, Xia Zhong, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Action Learning for 3D Point Cloud Based Organ Segmentation.

Xia Zhong, Mario Amrehn, Nishant Ravikumar, Shuqing Chen, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

CoRR, 2018

Resolve Intraoperative Brain Shift as Imitation Game.

Xia Zhong, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

Robust Blood Flow Velocity Estimation from 3D Rotational Angiography.

Marco Bögel, Sonja Gehrisch, Thomas Redel, Christopher Rohkohl, Annette Birkhold, Philip Hoelter, Arnd Doerfler, Andreas K. Maier, Markus Kowarschik

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Patient Surface Model and Internal Anatomical Landmarks Embedding.

Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018