Michał Byra (Michal Byra)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Diffusion Weighted

Contrast Enhanced Ultrasound

Anterior Cruciate Ligament Reconstruction

Top Venues

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine

Magnetic resonance in medicine

International journal of computer assisted radiology and surgery

This page only lists publications with an associated author ORCID identifier.

Publications

Michał Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wroblewska, Ziemowit Klimonda, Jerzy Litniewski
Prediction of response to neoadjuvant chemotherapy in breast cancer with recurrent neural networks and raw ultrasound signals. Physics in medicine and biology 67 (18) (2022)
Michał Byra, Aiguo Han, Andrew S Boehringer, Yingzhen N Zhang, William D O'Brien, John W Erdman, Rohit Loomba, Claude B Sirlin, Michael P Andre
Liver Fat Assessment in Multiview Sonography Using Transfer Learning With Convolutional Neural Networks. Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2021)
Aiguo Han, Michał Byra, Elhamy Heba, Michael P Andre, John W Erdman, Rohit Loomba, Claude B Sirlin, William D O'Brien
Noninvasive Diagnosis of Nonalcoholic Fatty Liver Disease and Quantification of Liver Fat with Radiofrequency Ultrasound Data Using One-dimensional Convolutional Neural Networks. Radiology 295 (2) (2020)
Michał Byra, Eric Hentzen, Jiang Du, Michael Andre, Eric Y Chang, Sameer Shah
Assessing the Performance of Morphologic and Echogenic Features in Median Nerve Ultrasound for Carpal Tunnel Syndrome Diagnosis. Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine 39 (6) (2019)
Michał Byra, Mei Wu, Xiaodong Zhang, Hyungseok Jang, Ya-Jun Ma, Eric Y Chang, Sameer Shah, Jiang Du
Knee menisci segmentation and relaxometry of 3D ultrashort echo time cones MR imaging using attention U-Net with transfer learning. Magnetic resonance in medicine 83 (3) (2019)
Michał Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Łukasz Michałowski, Rafał Paluszkiewicz, Bogna Ziarkiewicz-Wróblewska, Krzysztof Zieniewicz, Piotr Sobieraj, Andrzej Nowicki
Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images. International journal of computer assisted radiology and surgery 13 (12) (2018)