Hanna Piotrzkowska-Wróblewska

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Image Reconstruction

Convolutional Neural Networks

Ultrasound Images

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Int. J. Comput. Assist. Radiol. Surg.

Publications

Anna Pawlowska, Norbert Zolek, Beata Lesniak-Plewinska, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski
Preliminary assessment of the effectiveness of neoadjuvant chemotherapy in breast cancer with the use of ultrasound image quality indexes. Biomed. Signal Process. Control. 80 (Part) (2023)
Michal Byra, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 25 (3) (2021)
Michal Byra, Piotr Jarosik, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski, Andrzej Nowicki
Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net. CoRR (2020)
Michal Byra, Tomasz Sznajder, Danijel Korzinek, Hanna Piotrzkowska-Wróblewska, Katarzyna Dobruch-Sobczak, Andrzej Nowicki, Krzysztof Marasek
Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning. IbPRIA (1) (2019)
Michal Byra, Tomasz Sznajder, Danijel Korzinek, Hanna Piotrzkowska-Wróblewska, Katarzyna Dobruch-Sobczak, Andrzej Nowicki, Krzysztof Marasek
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning. CoRR (2018)
Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Hanna Piotrzkowska-Wróblewska, Krzysztof Zieniewicz, Piotr Sobieraj, Andrzej Nowicki
Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 13 (12) (2018)
Ziemowit Klimonda, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Piotr Karwat, Jerzy Litniewski
Quantitative Ultrasound of Tumor Surrounding Tissue for Enhancement of Breast Cancer Diagnosis. IWBBIO (2) (2018)
Michal Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Andrzej Nowicki
Added value of morphological features to breast lesion diagnosis in ultrasound. CoRR (2017)