Markus Kowarschik

Orcid: 0000-0001-9962-3870

According to our database1, Markus Kowarschik authored at least 76 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction.
CoRR, 2024

Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023
BOSS: Bones, organs and skin shape model.
Comput. Biol. Medicine, October, 2023

HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model.
Proceedings of the Information Processing in Medical Imaging, 2023

PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021
X-Ray Scatter Estimation Using Deep Splines.
IEEE Trans. Medical Imaging, 2021

XDose: toward online cross-validation of experimental and computational X-ray dose estimation.
Int. J. Comput. Assist. Radiol. Surg., 2021

Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Abstract: Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Appearance Learning for Image-Based Motion Estimation in Tomography.
IEEE Trans. Medical Imaging, 2020

Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Move Over There: One-Click Deformation Correction for Image Fusion During Endovascular Aortic Repair.
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.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Tenfold your Photons.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Deep Autofocus with Cone-Beam CT Consistency Constraint.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems.
Int. J. Biomed. Imaging, 2019

Image Quality Assessment for Rigid Motion Compensation.
CoRR, 2019

A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model.
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.
Int. J. Comput. Assist. Radiol. Surg., 2019

Symmetry prior for epipolar consistency.
Int. J. Comput. Assist. Radiol. Surg., 2019

An analytical approach for the simulation of realistic low-dose fluoroscopic images.
Int. J. Comput. Assist. Radiol. Surg., 2019

Preliminary results of DSA denoising based on a weighted low-rank approach using an advanced neurovascular replication system.
Int. J. Comput. Assist. Radiol. Surg., 2019

Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair.
Int. J. Comput. Assist. Radiol. Surg., 2019

Learning-Based X-Ray Image Denoising Utilizing Model-Based Image Simulations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation.
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.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-Flow.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Interactive Neural Network Robot User Investigation for Medical Image Segmentation.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018
Action Learning for 3D Point Cloud Based Organ Segmentation.
CoRR, 2018

A photon recycling approach to the denoising of ultra-low dose X-ray sequences.
Int. J. Comput. Assist. Radiol. Surg., 2018

Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair.
Int. J. Comput. Assist. Radiol. Surg., 2018

Resolve Intraoperative Brain Shift as Imitation Game.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Robust Blood Flow Velocity Estimation from 3D Rotational Angiography.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Patient Surface Model and Internal Anatomical Landmarks Embedding.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Simulation of Realistic Low Dose Fluoroscopic Images from their High Dose Counterparts.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Ideal Seed Point Location Approximation for GrowCut Interactive Image Segmentation.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Robust Seed Mask Generation for Interactive Image Segmentation.
CoRR, 2017

UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

Comparison of Default Patient Surface Model Estimation Methods.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Patient-individualized boundary conditions for CFD simulations using time-resolved 3D angiography.
Int. J. Comput. Assist. Radiol. Surg., 2016

Bridge to real data: Empirical multiple material calibration for learning-based material decomposition.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Automatic Guide-Wire Detection for Neurointerventions Using Low-Rank Sparse Matrix Decomposition and Denoising.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015

Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
A Fourier-Based Approach to the Angiographic Assessment of Flow Diverter Efficacy in the Treatment of Cerebral Aneurysms.
IEEE Trans. Medical Imaging, 2014

Blood flow quantification using optical flow methods in a body fitted coordinate system.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Blood flow quantification using 1D CFD parameter identification.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Investigating Contrast Settlement Using Virtual Angiography.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Dynamic Iterative Reconstruction for Interventional 4-D C-Arm CT Perfusion Imaging.
IEEE Trans. Medical Imaging, 2013

Iterative denoising algorithms for perfusion C-arm CT with a rapid scanning protocol.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Evaluation of state-of-the-art hardware architectures for fast cone-beam CT reconstruction.
Parallel Comput., 2012

A Workflow for Patient-Individualized Virtual Angiogram Generation Based on CFD Simulation.
Comput. Math. Methods Medicine, 2012

Virtual angiography using CFD simulations based on patient-specific parameter optimization.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Estimating Blood Flow Based on 2D Angiographic Image Sequences.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011
Deconvolution-Based CT and MR Brain Perfusion Measurement: Theoretical Model Revisited and Practical Implementation Details.
Int. J. Biomed. Imaging, 2011

2010
Regularization Parameter Selection in Maximum a Posteriori Iterative Reconstruction for Digital Breast Tomosynthesis.
Proceedings of the Digital Mammography, 2010

2008
Design and implementation of the software architecture for a 3-D reconstruction system in medical imaging.
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

2004
Parallel object-oriented framework optimization.
Concurr. Comput. Pract. Exp., 2004

Towards Cache-Optimized Multigrid Using Patch-Adaptive Relaxation.
Proceedings of the Applied Parallel Computing, 2004

Performance Evaluation and Design of Hardware-Aware PDE Solvers: An Introduction.
Proceedings of the Applied Parallel Computing, 2004

A Tool Suite for Simulation Based Analysis of Memory Access Behavior.
Proceedings of the Computational Science, 2004

Data locality optimizations for iterative numerical algorithms and cellular automata on hierarchical memory architectures.
Advances in simulation 13, Society for Modeling and Simulation International, ISBN: 978-3-936150-39-1, 2004

2003
Optimization And Profiling Of The Cache Performance Of Parallel Lattice Boltzmann Codes.
Parallel Process. Lett., 2003

Cache Performance Optimizations for Parallel Lattice Boltzmann Codes.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2002
Performance Optimization of 3D Multigrid on Hierarchical Memory Architectures.
Proceedings of the Applied Parallel Computing Advanced Scientific Computing, 2002

Data Layout Optimizations for Variable Coefficient Multigrid.
Proceedings of the Computational Science - ICCS 2002, 2002

An Overview of Cache Optimization Techniques and Cache-Aware Numerical Algorithms.
Proceedings of the Algorithms for Memory Hierarchies, 2002

2001
The Specification of Source-to-Source Transformations for the Compile-Time Optimization of Parallel Object-Oriented Scientific Applications.
Proceedings of the Languages and Compilers for Parallel Computing, 2001

2000
Cache-Aware Multigrid Methods for Solving Poisson's Equation in Two Dimensions.
Computing, 2000

1999
Memory Characteristics of Iterative Methods.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

1997
State space construction and steady-state solution of GSPNs on a shared-memory multiprocessor.
Proceedings of the Seventh International Workshop on Petri Nets and Performance Models, 1997


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