Andrzej Materka

According to our database, Andrzej Materka authored at least 39 papers between 1995 and 2024.

Collaborative distances:

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

2024

Using Deep Learning and B-Splines to Model Blood Vessel Lumen from 3D Images.

Andrzej Materka, Jakub Jurek

Sensors, February, 2024

MBD: Multi b-value Denoising of Diffusion Magnetic Resonance Images.

Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Filip Szczepankiewicz

CoRR, 2024

2023

Improving the Resolution and SNR of Diffusion Magnetic Resonance Images From a Low-Field Scanner.

Jakub Jurek, Kamil Ludwisiak, Andrzej Materka, Filip Szczepankiewicz

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

CNN-Based Quantification of Blood Vessels Lumen in 3D Images.

Andrzej Materka, Jakub Jurek, Marek Kocinski, Artur Klepaczko

Proceedings of the Computational Science - ICCS 2023, 2023

Phase Correction and Noise-to-Noise Denoising of Diffusion Magnetic Resonance Images Using Neural Networks.

Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Filip Szczepankiewicz

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning.

Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Kamil Gorczewski, Kamil Cepuch, Agata Zawadzka

CoRR, 2022

Blood-vessels lumen geometric modeling and quantification from 3D images.

Andrzej Materka

Proceedings of the Signal Processing: Algorithms, 2022

2021

Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects.

Frank G. Zöllner, Marek Kocinski, Laura Hansen, Alena-Kathrin Golla, Amira Serifovic-Trbalic, Arvid Lundervold, Andrzej Materka, Peter Rogelj

IEEE Access, 2021

2020

On the Effect of DCE MRI Slice Thickness and Noise on Estimated Pharmacokinetic Biomarkers - A Simulation Study.

Jakub Jurek, Lars Reisæter, Marek Kocinski, Andrzej Materka

Proceedings of the Computer Vision and Graphics - International Conference, 2020

2018

Centerline-Radius Polygonal-Mesh Modeling of Bifurcated Blood Vessels in 3D Images using Conformal Mapping.

Carlos Vinhais, Marek Kocinski, Andrzej Materka

Proceedings of the Signal Processing: Algorithms, 2018

CRF-Based Clustering of Pharmacokinetic Curves from Dynamic Contrast-Enhanced MR Images.

Jakub Jurek, Mateusz Pelesz, Are Losnegård, Lars Reisæter, Andrzej Wojciechowski, Artur Klepaczko, Ole J. Halvorsen, Christian Beisland, Marek Kocinski, Andrzej Materka, Jarle Rørvik, Arvid Lundervold

Proceedings of the Signal Processing: Algorithms, 2018

Dictionary-based through-plane interpolation of prostate cancer T2-weighted MR images.

Jakub Jurek, Marek Kocinski, Andrzej Materka, Are Losnegård, Lars Reisæter, Ole J. Halvorsen, Christian Beisland, Jarle Rørvik, Arvid Lundervold

Proceedings of the Signal Processing: Algorithms, 2018

On the Influence of Image Features Wordlength Reduction on Texture Classification.

Michal Strzelecki, Marcin Kociolek, Andrzej Materka

Proceedings of the Information Technology in Biomedicine, 2018

2017

Reconstruction of high-resolution T2W MR images of the prostate using maximum a posteriori approach and Markov random field regularization.

Jakub Jurek, Marek Kocinski, Andrzej Materka, Are Losnegård, Lars Reisæter, Ole J. Halvorsen, Christian Beisland, Jarle Rørvik, Arvid Lundervold

Proceedings of the Signal Processing: Algorithms, 2017

Rule-based data-driven approach for computer aided diagnosis of the peripheral zone prostate cancer from multiparametric MRI: Proof of concept.

Jakub Jurek, Marek Kocinski, Andrzej Materka, Are Losnegård, Lars Reisæter, Ole J. Halvorsen, Christian Beisland, Jarle Rørvik, Arvid Lundervold

Proceedings of the Signal Processing: Algorithms, 2017

On extracting skeletons from binary 3D images.

Piotr Zasinski, Marek Kocinski, Andrzej Materka

Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

On accuracy of personalized 3D-printed MRI-based models of brain arteries.

Marek Kocinski, Andrzej Materka, Marcin Elgalal, Agata Majos

Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

Towards multi-scale personalized modeling of brain vasculature based on magnetic resonance image processing.

Marek Kocinski, Andrzej Materka, Andreas Deistung, Jürgen R. Reichenbach, Arvid Lundervold

Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

2016

Simulation of MR angiography imaging for validation of cerebral arteries segmentation algorithms.

Artur Klepaczko, Piotr M. Szczypinski, Andreas Deistung, Jürgen R. Reichenbach, Andrzej Materka

Comput. Methods Programs Biomed., 2016

Texture analysis of 2D spatial distribution of blood pharmacokinetic model parameters for endometrial carcinoma classification.

Marek Kocinski, Andrzej Materka, Arvid Lundervold, Helga Salvesen, Sigmund Ytre-Hauge, Ingfrid Haldorsen

Proceedings of the Signal Processing: Algorithms, 2016

Centerline-based surface modeling of blood-vessel trees in cerebral 3D MRA.

Marek Kocinski, Andrzej Materka, Andreas Deistung, Jürgen R. Reichenbach

Proceedings of the Signal Processing: Algorithms, 2016

2015

A centerline-based algorithm for estimation of blood vessels radii from 3D raster images.

Jacek Blumenfeld, Marek Kocinski, Andrzej Materka

Proceedings of the Signal Processing: Algorithms, 2015

Automated modeling of tubular blood vessels in 3D MR angiography images.

Andrzej Materka, Marek Kocinski, Jacek Blumenfeld, Artur Klepaczko, Andreas Deistung, Barthélemy Serres, Jürgen R. Reichenbach

Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

2014

Cluster analysis of CCA coefficients for robust detection of the asynchronous SSVEPs in brain-computer interfaces.

Pawel Poryzala, Andrzej Materka

Biomed. Signal Process. Control., 2014

Quantitative and Qualitative Evaluation of Selected Lung MR Image Registration Techniques.

Artur Wujcicki, Andrzej Materka

Proceedings of the Computer Vision and Graphics - International Conference, 2014

2013

High-speed noninvasive brain-computer interfaces.

Andrzej Materka, Pawel Poryzala

Proceedings of the 6th International Conference on Human System Interactions, 2013

Blood Flow Modeling in a Synthetic Cylindrical Vessel for Validating Methods of Vessel Segmentation in MRA Images.

Grzegorz Dwojakowski, Artur Klepaczko, Andrzej Materka

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012

3D image texture analysis of simulated and real-world vascular trees.

Marek Kocinski, Artur Klepaczko, Andrzej Materka, Martha Chekenya, Arvid Lundervold

Comput. Methods Programs Biomed., 2012

2011

Quantitative description of 3D vascularity images: texture-based approach and its verification through cluster analysis.

Artur Klepaczko, Marek Kocinski, Andrzej Materka

Pattern Anal. Appl., 2011

On Possibility of Stimulus Parameter Selection for SSVEP-Based Brain-Computer Interface.

Marcin Byczuk, Pawel Poryzala, Andrzej Materka

Proceedings of the Man-Machine Interactions 2, 2011

2010

Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection.

Artur Klepaczko, Andrzej Materka

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009

Cluster Analysis in Application to Quantitative Inspection of 3D Vascular Tree Images.

Artur Klepaczko, Marek Kocinski, Andrzej Materka

Proceedings of the Computer Recognition Systems 3, 2009

MaZda - A software package for image texture analysis.

Piotr M. Szczypinski, Michal Strzelecki, Andrzej Materka, Artur Klepaczko

Comput. Methods Programs Biomed., 2009

2006

Classification and segmentation of intracardiac masses in cardiac tumor echocardiograms.

Michal Strzelecki, Andrzej Materka, Jaroslaw Drozdz, Maria Krzeminska-Pakula, Jaroslaw D. Kasprzak

Comput. Medical Imaging Graph., 2006

2005

Feature Selection in Unsupervised Context: Clustering Based Approach.

Artur Klepaczko, Andrzej Materka

Proceedings of the Computer Recognition Systems, 2005

2004

On the accuracy of Selected Image Texture Segmentation Methods.

Michal Strzelecki, Andrzej Materka

Proceedings of the International Conference on Computer Vision and Graphics, 2004

1996

Parametric signal restoration using artificial neural networks.

Andrzej Materka, Shizuo Mizushina

IEEE Trans. Biomed. Eng., 1996

Parametric testing of mixed-signal circuits by ANN processing of transient responses.

Andrzej Materka, Michal Strzelecki

J. Electron. Test., 1996

1995

Automatic source identification of monophonic musical instrument sounds.

Ian Kaminskyj, Andrzej Materka

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995