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Journal Articles
- 2024
[j3]Piotr Karwat
, Hanna Piotrzkowska-Wróblewska, Ziemowit Klimonda, Katarzyna Dobruch-Sobczak, Jerzy Litniewski:
Monitoring Breast Cancer Response to Neoadjuvant Chemotherapy Using Probability Maps Derived from Quantitative Ultrasound Parametric Images. IEEE Trans. Biomed. Eng. 71(9): 2620-2629 (2024)- 2023
- [j2]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): 104393 (2023) - 2021
- [j1]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): 797-805 (2021)
Conference and Workshop Papers
- 2023
- [c2]Michal Byra, Ziemowit Klimonda, Jerzy Litniewski:
Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification. DEMI@MICCAI 2023: 34-45 - 2018
- [c1]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: 186-197
Informal and Other Publications
- 2024
- [i5]Michal Byra, Piotr Jarosik, Piotr Karwat, Ziemowit Klimonda, Marcin Lewandowski:
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound. CoRR abs/2409.14035 (2024) - 2022
- [i4]Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda:
Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study. CoRR abs/2205.09533 (2022) - [i3]Michal Byra, Ziemowit Klimonda, Piotr Jarosik:
Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments. CoRR abs/2210.05833 (2022) - [i2]Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski:
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier. CoRR abs/2211.01892 (2022) - 2020
- [i1]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 abs/2001.10061 (2020)
Coauthor Index
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