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cs.LG2024
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound
Michal Byra, Piotr Jarosik, Piotr Karwat +2
Accurate estimation of the speed-of-sound (SoS) is important for ultrasound (US) image reconstruction techniques and tissue characterization. Various approaches have been proposed…
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…