Andrzej Materka

Orcid: 0000-0003-0864-1518

According to our database1, Andrzej Materka authored at least 37 papers between 1995 and 2024.

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

Timeline

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Bibliography

2024
Using Deep Learning and B-Splines to Model Blood Vessel Lumen from 3D Images.
Sensors, February, 2024

2023
Improving the Resolution and SNR of Diffusion Magnetic Resonance Images From a Low-Field Scanner.
Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

CNN-Based Quantification of Blood Vessels Lumen in 3D Images.
Proceedings of the Computational Science - ICCS 2023, 2023

Phase Correction and Noise-to-Noise Denoising of Diffusion Magnetic Resonance Images Using Neural Networks.
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.
CoRR, 2022

Blood-vessels lumen geometric modeling and quantification from 3D images.
Proceedings of the Signal Processing: Algorithms, 2022

2021
Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects.
IEEE Access, 2021

2020
On the Effect of DCE MRI Slice Thickness and Noise on Estimated Pharmacokinetic Biomarkers - A Simulation Study.
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.
Proceedings of the Signal Processing: Algorithms, 2018

CRF-Based Clustering of Pharmacokinetic Curves from Dynamic Contrast-Enhanced MR Images.
Proceedings of the Signal Processing: Algorithms, 2018

Dictionary-based through-plane interpolation of prostate cancer T2-weighted MR images.
Proceedings of the Signal Processing: Algorithms, 2018

On the Influence of Image Features Wordlength Reduction on Texture Classification.
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.
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.
Proceedings of the Signal Processing: Algorithms, 2017

On extracting skeletons from binary 3D images.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

On accuracy of personalized 3D-printed MRI-based models of brain arteries.
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.
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.
Comput. Methods Programs Biomed., 2016

Texture analysis of 2D spatial distribution of blood pharmacokinetic model parameters for endometrial carcinoma classification.
Proceedings of the Signal Processing: Algorithms, 2016

Centerline-based surface modeling of blood-vessel trees in cerebral 3D MRA.
Proceedings of the Signal Processing: Algorithms, 2016

2015
A centerline-based algorithm for estimation of blood vessels radii from 3D raster images.
Proceedings of the Signal Processing: Algorithms, 2015

Automated modeling of tubular blood vessels in 3D MR angiography images.
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.
Biomed. Signal Process. Control., 2014

Quantitative and Qualitative Evaluation of Selected Lung MR Image Registration Techniques.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

2013
High-speed noninvasive brain-computer interfaces.
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.
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.
Comput. Methods Programs Biomed., 2012

2011
Quantitative description of 3D vascularity images: texture-based approach and its verification through cluster analysis.
Pattern Anal. Appl., 2011

On Possibility of Stimulus Parameter Selection for SSVEP-Based Brain-Computer Interface.
Proceedings of the Man-Machine Interactions 2, 2011

2010
Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009
Cluster Analysis in Application to Quantitative Inspection of 3D Vascular Tree Images.
Proceedings of the Computer Recognition Systems 3, 2009

MaZda - A software package for image texture analysis.
Comput. Methods Programs Biomed., 2009

2006
Classification and segmentation of intracardiac masses in cardiac tumor echocardiograms.
Comput. Medical Imaging Graph., 2006

2005
Feature Selection in Unsupervised Context: Clustering Based Approach.
Proceedings of the Computer Recognition Systems, 2005

2004
On the accuracy of Selected Image Texture Segmentation Methods.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

1996
Parametric testing of mixed-signal circuits by ANN processing of transient responses.
J. Electron. Test., 1996

1995
Automatic source identification of monophonic musical instrument sounds.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995


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