Katarzyna Dobruch‐Sobczak

Open access database of raw ultrasonic signals acquired from malignant and benign breast lesions

Hanna Piotrzkowska‐Wróblewska, Katarzyna Dobruch‐Sobczak, Michał Byra et al. · Medical Physics · 2017 · 114 citations

Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks

Katarzyna Dobruch‐Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska‐Wróblewska et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Breast-lesions characterization using Quantitative Ultrasound features of peritumoral tissue

Ziemowit Klimonda, Piotr Karwat, Katarzyna Dobruch‐Sobczak et al. · Scientific Reports · 2019 · 60 citations · Full text

Classification of breast lesions using segmented quantitative ultrasound maps of homodyned <i>K</i> distribution parameters

Michał Byra, Andrzej Nowicki, Hanna Piotrzkowska‐Wróblewska et al. · Medical Physics · 2016 · 55 citations

Diagnostic Performance of Shear Wave Elastography Parameters Alone and in Combination with Conventional B-Mode Ultrasound Parameters for the Characterization of Thyroid Nodules: A Prospective, Dual-Center Study

Katarzyna Dobruch‐Sobczak, Elwira Bakuła Zalewska, Anna Gumińska et al. · Ultrasound in Medicine & Biology · 2016 · 40 citations

Thyroid Nodules, Medical Ultrasound, Engineering +9