no code implementations • 27 Jan 2020 • Michal Byra, Piotr Jarosik, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wroblewska, Jerzy Litniewski, Andrzej Nowicki
In comparison to commonly applied segmentation methods, which use US images, our approach is based on quantitative entropy parametric maps.
no code implementations • 6 Apr 2018 • Michal Byra, Tomasz Sznajder, Danijel Korzinek, Hanna Piotrzkowska-Wroblewska, Katarzyna Dobruch-Sobczak, Andrzej Nowicki, Krzysztof Marasek
We show that the augmentation of the training set with differently reconstructed B-mode images leads to a more robust and efficient classification.