Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. - Lukasz Kidzinski; Sharada Prasanna Mohanty; Carmichael F. Ong; Zhewei Huang; Shuchang Zhou 001; Anton Pechenko; Adam Stelmaszczyk; Piotr Jarosik; Mikhail Pavlov; Sergey Kolesnikov; Sergey M. Plis; Zhibo Chen 001; et al. (CoRR, 2018)

Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network. - Michal Byra; Piotr Jarosik; Aleksandra Szubert; Michael Y. Galperin; Haydee Ojeda-Fournier; Linda K. Olson; Mary O'Boyle; Christopher Comstock; Michael P. André (Biomed. Signal Process. Control., 2020)

Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net. - Michal Byra; Piotr Jarosik; Katarzyna Dobruch-Sobczak; Ziemowit Klimonda; Hanna Piotrzkowska-Wróblewska; Jerzy Litniewski; Andrzej Nowicki (CoRR, 2020)

Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study. - Piotr Jarosik; Michal Byra; Marcin Lewandowski; Ziemowit Klimonda (CoRR, 2022)

Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments. - Michal Byra; Ziemowit Klimonda; Piotr Jarosik (CoRR, 2022)

Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound. - Michal Byra; Piotr Jarosik; Piotr Karwat; Ziemowit Klimonda; Marcin Lewandowski (CoRR, 2024)