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20172024
most citedImpact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning

7 citations · 19 across the 14 of their papers we have counts for

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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…

physics.med-ph2019

Quantitative Ultrasound and B-mode Image Texture Features Correlate with Collagen and Myelin Content in Human Ulnar Nerve Fascicles

Michal Byra, Lidi Wan, Jonathan Wong +4

We investigate the usefulness of quantitative ultrasound (QUS) and B-mode texture features for characterization of ulnar nerve fascicles. Ultrasound data were acquired from cadaver…