Monika Brzychczy-Wloch

According to our database, Monika Brzychczy-Wloch authored at least 6 papers between 2019 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

CoRR, March, 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

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

Deep learning approach to describe and classify fungi microscopic images.

Bartosz Zielinski, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Wloch

CoRR, 2020

2019

Deep learning approach to description and classification of fungi microscopic images.

Bartosz Zielinski, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Wloch

CoRR, 2019