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 · 295 citations · Full text

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

Piotr Jarosik, Ziemowit Klimonda, Marcin Lewandowski · Journal of Applied Biomedicine · 2020 · 30 citations

Medical Ultrasound, Convolutional Neural Network, Engineering +13

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 · 30 citations

Image Analysis, Machine Learning, Medical Imaging +14

Pixel-Wise Deep Reinforcement Learning Approach for Ultrasound Image Denoising

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

Convolutional Neural Network, Engineering, Machine Learning +22

Automatic Ultrasound Guidance Based on Deep Reinforcement Learning

Piotr Jarosik, Marcin Lewandowski · 2019 · 11 citations

Artificial Intelligence, Engineering, Machine Learning +17