2 papers
eess.IV2025
AI-Driven Rapid Identification of Bacterial and Fungal Pathogens in Blood Smears of Septic Patients
Agnieszka Sroka-Oleksiak, Adam Pardyl, Dawid Rymarczyk +10
Sepsis is a life-threatening condition which requires rapid diagnosis and treatment. Traditional microbiological methods are time-consuming and expensive. In response to these chal…
cs.CV2020
Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology
Adriana Borowa, Dawid Rymarczyk, Dorota Ochońska +2
In this work, we analyze if it is possible to distinguish between different clones of the same bacteria species (Klebsiella pneumoniae) based only on microscopic images. It is a ch…