Ziemowit Klimonda

According to our database, Ziemowit Klimonda authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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., September, 2024

Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound.

Michal Byra, Piotr Jarosik, Piotr Karwat, Ziemowit Klimonda, Marcin Lewandowski

CoRR, 2024

2023

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

Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification.

Michal Byra, Ziemowit Klimonda, Jerzy Litniewski

Proceedings of the Data Engineering in Medical Imaging - First MICCAI Workshop, 2023

2022

Deep meta-learning for the selection of accurate ultrasound based breast mass classifier.

Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski

CoRR, 2022

Parameter estimation of the homodyned K distribution based on neural networks and trainable fractional-order moments.

Michal Byra, Ziemowit Klimonda, Piotr Jarosik

CoRR, 2022

Estimating the ultrasound attenuation coefficient using convolutional neural networks - a feasibility study.

Piotr Jarosik, Michal Byra, Marcin Lewandowski, Ziemowit Klimonda

CoRR, 2022

2021

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

2020

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

2018

Quantitative Ultrasound of Tumor Surrounding Tissue for Enhancement of Breast Cancer Diagnosis.

Ziemowit Klimonda, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Piotr Karwat, Jerzy Litniewski

Proceedings of the Bioinformatics and Biomedical Engineering, 2018