Katarzyna Dobruch-Sobczak

According to our database, Katarzyna Dobruch-Sobczak authored at least 7 papers between 2017 and 2023.

Collaborative distances:

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

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