Katarzyna Dobruch-Sobczak

According to our database, Katarzyna Dobruch-Sobczak authored at least 8 papers between 2017 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

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

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

2019

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

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

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

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

2017

Added value of morphological features to breast lesion diagnosis in ultrasound.

Michal Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Andrzej Nowicki

CoRR, 2017