U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization. - Estera Kot; Zuzanna Krawczyk; Krzysztof Siwek; Piotr S. Czwarnowski (IJCNN, 2020)

Volumetric Modulated Arc Therapy Dose Distribution Prediction for Breast Cancer Patients: CNN Approach. - Zuzanna Krawczyk; Robert Szmurlo; Pawel Zawadzki; Estera Kot; Jacek Starzynski; Anna Zawadzka (IJCNN, 2021)

Reducing the Uncertainty of Agile Software Development Using a Random Forest Classification Algorithm. - Ewelina Winska; Estera Kot; Wlodzimierz Dabrowski (LASD, 2021)

Rockhopper: A Robust Optimizer for Spark Configuration Tuning in Production Environment. - Yiwen Zhu; Rathijit Sen; Brian Kroth; Sergiy Matusevych; Andreas C. Mueller; Tengfei Huang; Rahul Challapalli; Weihan Tang; Xin He; Mo Liu 003; Estera Kot; Sule Kahraman; et al. (SIGMOD Conference Companion, 2025)