Adriana Borowa

According to our database, Adriana Borowa authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

AI-driven rapid identification of bacterial and fungal pathogens in blood smears of septic patients.

Agnieszka Sroka-Oleksiak, Adam Pardyl, Dawid Rymarczyk, Aldona Olechowska-Jarzab, Katarzyna Biegun-Drozdz, Dorota Ochonska, Michal Wronka, Adriana Borowa, Tomasz Gosiewski, Milosz Adamczyk, Henryk Telega, Bartosz Zielinski, Monika Brzychczy-Wloch

Comput. Biol. Medicine, 2025

2023

Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning.

Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Agnieszka Sroka-Oleksiak, Monika Brzychczy-Wloch, Bartosz Zielinski

IEEE J. Biomed. Health Informatics, 2023

2022

Weakly-Supervised Cell Classification for Effective High Content Screening.

Adriana Borowa, Szczepan Kruczek, Jacek Tabor, Bartosz Zielinski

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning.

Dawid Rymarczyk, Adriana Borowa, Jacek Tabor, Bartosz Zielinski

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Comparison of Supervised and Self-Supervised Deep Representations Trained on Histological Images.

Dawid Rymarczyk, Adriana Borowa, Anna Bracha, Maurycy Chronowski, Wojciech Ozimek, Bartosz Zielinski

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Deep learning classification of bacteria clones explained by persistence homology.

Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch, Bartosz Zielinski

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology.

Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch, Bartosz Zielinski

CoRR, 2020