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A software tool for automatic classification and segmentation of 2D/3D medical images

Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 2013-02, Vol.702, p.137-140

2013

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Healthy Kidney Segmentation in the Dce-Mr Images Using a Convolutional Neural Network and Temporal Signal Characteristics

Sensors (Basel, Switzerland), 2021-10, Vol.21 (20), p.6714

2021

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MaZda—A software package for image texture analysis

Computer methods and programs in biomedicine, 2009-04, Vol.94 (1), p.66-76

2009

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The Latest Developments and Challenges in Biomedical Engineering: Proceedings of the 23rd Polish Conference on Biocybernetics and Biomedical Engineering, Lodz, Poland, September 27-29 2023

1, 2023

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Computer simulation of magnetic resonance angiography imaging: model description and validation

PloS one, 2014-04, Vol.9 (4), p.e93689-e93689

2014

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A Multi-Layer Perceptron Network for Perfusion Parameter Estimation in DCE-MRI Studies of the Healthy Kidney

Applied sciences, 2020-08, Vol.10 (16), p.5525

2020

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Simulation of phase contrast angiography for renal arterial models

Biomedical engineering online, 2018-04, Vol.17 (1), p.41-41, Article 41

2018

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Texture and color based image segmentation and pathology detection in capsule endoscopy videos

Computer methods and programs in biomedicine, 2014-01, Vol.113 (1), p.396-411

2014

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Identifying barley varieties by computer vision

Computers and electronics in agriculture, 2015-01, Vol.110, p.1-8

2015

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Computer Simulation of the SWI Protocol in Nuclear Magnetic Resonance Imaging

Computer Vision and Graphics, p.294-301

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Numerical Modeling of MR Angiography for Quantitative Validation of Image-Driven Assessment of Carotid Stenosis

IEEE transactions on nuclear science, 2015-06, Vol.62 (3), p.619-627

2015

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Whole kidney and renal cortex segmentation in contrast-enhanced MRI using a joint classification and segmentation convolutional neural network

Biocybernetics and biomedical engineering, 2022-01, Vol.42 (1), p.295-311

2022

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

Computer methods and programs in biomedicine, 2016-12, Vol.137, p.293-309

2016

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Functional Kidney Analysis Based on Textured DCE-MRI Images

Information Technology in Biomedicine, p.38-49

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Transfer learning in application to semantic segmentation of 3D indoor scenes scanned with a depth camera

2024 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2024, p.24-29

2024

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Deformable Mesh for Regularization of Three-Dimensional Image Registration

Information Technology in Biomedicine, p.67-78

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

Computational Science – ICCS 2023, p.653-661

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Deep Convolutional Neural Networks in Application to Kidney Segmentation in the DCE-MR Images

Computational Science – ICCS 2021, p.609-622

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

Computer methods and programs in biomedicine, 2012-08, Vol.107 (2), p.140-154

2012

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Cerebral Vessel Segmentation in CE-MR Images Using Deep Learning and Synthetic Training Datasets

Computational Science – ICCS 2023, p.274-288

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

Pattern analysis and applications : PAA, 2011-11, Vol.14 (4), p.415-424

2011

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Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection

Artifical Intelligence and Soft Computing, p.149-156

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Numerical modeling of MR angiography for validation of image-driven quantitative diagnosis of intracranial aneurysm and carotid stenosis

EJNMMI physics, 2014-07, Vol.1 (Suppl 1), p.A63-A63, Article A63

2014

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QMaZda - Software tools for image analysis and pattern recognition

2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2017, p.217-221

2017

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Convex Hull-Based Feature Selection in Application to Classification of Wireless Capsule Endoscopic Images

Advanced Concepts for Intelligent Vision Systems, p.664-675

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A software tool for automatic classification and segmentation of 2D/3D medical images

Healthy Kidney Segmentation in the Dce-Mr Images Using a Convolutional Neural Network and Temporal Signal Characteristics

MaZda—A software package for image texture analysis

The Latest Developments and Challenges in Biomedical Engineering: Proceedings of the 23rd Polish Conference on Biocybernetics and Biomedical Engineering, Lodz, Poland, September 27-29 2023

Computer simulation of magnetic resonance angiography imaging: model description and validation

A Multi-Layer Perceptron Network for Perfusion Parameter Estimation in DCE-MRI Studies of the Healthy Kidney

Simulation of phase contrast angiography for renal arterial models

Texture and color based image segmentation and pathology detection in capsule endoscopy videos

Identifying barley varieties by computer vision

Computer Simulation of the SWI Protocol in Nuclear Magnetic Resonance Imaging

Numerical Modeling of MR Angiography for Quantitative Validation of Image-Driven Assessment of Carotid Stenosis

Whole kidney and renal cortex segmentation in contrast-enhanced MRI using a joint classification and segmentation convolutional neural network

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

Functional Kidney Analysis Based on Textured DCE-MRI Images

Transfer learning in application to semantic segmentation of 3D indoor scenes scanned with a depth camera

Deformable Mesh for Regularization of Three-Dimensional Image Registration

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

Deep Convolutional Neural Networks in Application to Kidney Segmentation in the DCE-MR Images

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

Cerebral Vessel Segmentation in CE-MR Images Using Deep Learning and Synthetic Training Datasets

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

Combining Evolutionary and Sequential Search Strategies for Unsupervised Feature Selection

Numerical modeling of MR angiography for validation of image-driven quantitative diagnosis of intracranial aneurysm and carotid stenosis

QMaZda - Software tools for image analysis and pattern recognition

Convex Hull-Based Feature Selection in Application to Classification of Wireless Capsule Endoscopic Images

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