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20182024
most citedBreast mass segmentation based on ultrasonic entropy maps and attention gated U-Net

6 citations · 7 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments

Michal Byra, Ziemowit Klimonda, Piotr Jarosik

Homodyned K (HK) distribution has been widely used to describe the scattering phenomena arising in various research fields, such as ultrasound imaging or optics. In this work, we p…

physics.med-ph2022

Estimating the ultrasound attenuation coefficient using convolutional neural networks -- a feasibility study

Piotr Jarosik, Michal Byra, Marcin Lewandowski +1

Attenuation coefficient (AC) is a fundamental measure of tissue acoustical properties, which can be used in medical diagnostics. In this work, we investigate the feasibility of usi…