Adriana Borowa

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Multiple Instance Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Agnieszka Sroka-Oleksiak, Monika Brzychczy-Wloch, Bartosz Zielinski
Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Adriana Borowa, Szczepan Kruczek, Jacek Tabor, Bartosz Zielinski
Weakly-Supervised Cell Classification for Effective High Content Screening. ICCS (1) (2022)
Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch, Bartosz Zielinski
Deep learning classification of bacteria clones explained by persistence homology. IJCNN (2021)
Dawid Rymarczyk, Adriana Borowa, Anna Bracha, Maurycy Chronowski, Wojciech Ozimek, Bartosz Zielinski
Comparison of Supervised and Self-Supervised Deep Representations Trained on Histological Images. MedInfo (2021)
Dawid Rymarczyk, Adriana Borowa, Jacek Tabor, Bartosz Zielinski
Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning. WACV (2021)
Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch, Bartosz Zielinski
Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology. CoRR (2020)