Michał Byra

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

Michał Byra, Grzegorz Styczyński, Cezary Szmigielski et al. · International Journal of Computer Assisted Radiology and Surgery · 2018 · 289 citations · Full text

Computing, Computer Science, Radiology +17

Open access database of raw ultrasonic signals acquired from malignant and benign breast lesions

Hanna Piotrzkowska‐Wróblewska, Katarzyna Dobruch‐Sobczak, Michał Byra et al. · Medical Physics · 2017 · 118 citations

Medicine, Oncology, Radiology +17

Discriminant analysis of neural style representations for breast lesion classification in ultrasound

Michał Byra · Journal of Applied Biomedicine · 2018 · 57 citations

Medicine, Radiology, Machine Learning +15

Classification of breast lesions using segmented quantitative ultrasound maps of homodyned <i>K</i> distribution parameters

Michał Byra, Andrzej Nowicki, Hanna Piotrzkowska‐Wróblewska et al. · Medical Physics · 2016 · 55 citations

Medicine, Biomedical Engineering, Radiology +17

Combining Nakagami imaging and convolutional neural network for breast lesion classification

Michał Byra, Hanna Piotrzkowska‐Wróblewska, Katarzyna Dobruch‐Sobczak et al. · 2017 IEEE International Ultrasonics Symposium (IUS) · 2017 · 23 citations

Computing, Computer Science, Radiology +17