Ziemowit Klimonda

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Ultrasound Images

Parameter Estimation

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

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, Ziemowit Klimonda, Jerzy Litniewski
Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification. DEMI@MICCAI (2023)
Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda
Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study. CoRR (2022)
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 (2022)
Michal Byra, Ziemowit Klimonda, Piotr Jarosik
Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments. CoRR (2022)
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)
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)