Piotr Jarosik

Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network

Piotr Jarosik, Aleksandra Szubert, Michael Y. Galperin et al. · Biomedical Signal Processing and Control · 2020 · 314 citations · Full text

Computing, Computer Science, Radiology +17

Breast lesion classification based on ultrasonic radio-frequency signals using convolutional neural networks

Piotr Jarosik, Ziemowit Klimonda, Marcin Lewandowski · Journal of Applied Biomedicine · 2020 · 31 citations

Medicine, Biomedical Engineering, Radiology +16

Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks

Piotr Jarosik, Katarzyna Dobruch‐Sobczak, Ziemowit Klimonda et al. · Ultrasonics · 2022 · 31 citations

Medicine, Biomedical Engineering, Radiology +17

Pixel-Wise Deep Reinforcement Learning Approach for Ultrasound Image Denoising

Piotr Jarosik, Marcin Lewandowski, Ziemowit Klimonda · 2021 · 14 citations

Computing, Biomedical Engineering, Computer Science +17

Automatic Ultrasound Guidance Based on Deep Reinforcement Learning

Piotr Jarosik, Marcin Lewandowski · 2019 · 11 citations

Veterinary Medicine, Biomedical Engineering, Computer Science +14