4 papers
Spatial Graph Representation and Morphometric Analysis of the Pulmonary Vascular Tree From Computed Tomography Using Multi-Scale Hessian-Based Filter Fusion and TEASAR Skeletonization
Piotr Mackiewicz, Jakub Kołyska, Radoslaw Roszczyk
Reconstructing the pulmonary vascular tree from computed tomography (CT) images is essential for quantitative lung analysis, vascular morphology assessment, and patient-specific mo…
Fetal Brain Imaging: A Composite Neural Network Approach for Keyframe Detection in Ultrasound Videos
Aleksander Zamojski, Kacper Jarczak, Radoslaw Roszczyk
This article presents a novel approach to keyframe detection in ultrasound videos, with a particular focus on fetal brain imaging. The proposed model is a composite neural network…
Natural Language Processing Models for Robust Document Categorization
Radoslaw Roszczyk, Pawel Tecza, Maciej Stodolski +1
This article presents an evaluation of several machine learning methods applied to automated text classification, alongside the design of a demonstrative system for unbalanced docu…
Normal Patch Retinex Robust Alghoritm for White Balancing in Digital Microscopy
Radoslaw Roszczyk, Artur Krupa, Izabella Antoniuk
The acquisition of accurately coloured, balanced images in an optical microscope can be a challenge even for experienced microscope operators. This article presents an entirely aut…