no code implementations • 3 Nov 2022 • Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski
Standard classification methods based on handcrafted morphological and texture features have achieved good performance in breast mass differentiation in ultrasound (US).
no code implementations • 11 Oct 2022 • Michal Byra, Ziemowit Klimonda, Piotr Jarosik
We develop neural networks that can estimate the HK distribution parameters based on the signal-to-noise ratio, skewness and kurtosis calculated using fractional-order moments.
no code implementations • 19 May 2022 • Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda
Attenuation coefficient (AC) is a fundamental measure of tissue acoustical properties, which can be used in medical diagnostics.
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.