Added value of morphological features to breast lesion diagnosis in ultrasound. - Michal Byra; Katarzyna Dobruch-Sobczak; Hanna Piotrzkowska-Wróblewska; Andrzej Nowicki (CoRR, 2017)

Quantitative Ultrasound of Tumor Surrounding Tissue for Enhancement of Breast Cancer Diagnosis. - Ziemowit Klimonda; Katarzyna Dobruch-Sobczak; Hanna Piotrzkowska-Wróblewska; Piotr Karwat; Jerzy Litniewski (IWBBIO (2), 2018)

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images. - Michal Byra; Grzegorz Styczynski; Cezary Szmigielski; Piotr Kalinowski; Lukasz Michalowski; Rafal Paluszkiewicz; Hanna Piotrzkowska-Wróblewska; Krzysztof Zieniewicz; Piotr Sobieraj; Andrzej Nowicki (Int. J. Comput. Assist. Radiol. Surg., 2018)

Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning. - Michal Byra; Tomasz Sznajder; Danijel Korzinek; Hanna Piotrzkowska-Wróblewska; Katarzyna Dobruch-Sobczak; Andrzej Nowicki; Krzysztof Marasek (CoRR, 2018)

Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning. - Michal Byra; Tomasz Sznajder; Danijel Korzinek; Hanna Piotrzkowska-Wróblewska; Katarzyna Dobruch-Sobczak; Andrzej Nowicki; Krzysztof Marasek (IbPRIA (1), 2019)

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)

Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks. - Michal Byra; Katarzyna Dobruch-Sobczak; Ziemowit Klimonda; Hanna Piotrzkowska-Wróblewska; Jerzy Litniewski (IEEE J. Biomed. Health Informatics, 2021)

Preliminary assessment of the effectiveness of neoadjuvant chemotherapy in breast cancer with the use of ultrasound image quality indexes. - Anna Pawlowska; Norbert Zolek; Beata Lesniak-Plewinska; Katarzyna Dobruch-Sobczak; Ziemowit Klimonda; Hanna Piotrzkowska-Wróblewska; Jerzy Litniewski (Biomed. Signal Process. Control., 2023)

Monitoring Breast Cancer Response to Neoadjuvant Chemotherapy Using Probability Maps Derived from Quantitative Ultrasound Parametric Images. - Piotr Karwat; Hanna Piotrzkowska-Wróblewska; Ziemowit Klimonda; Katarzyna Dobruch-Sobczak; Jerzy Litniewski (IEEE Trans. Biomed. Eng., 2024)