Monika Brzychczy-Wloch

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Microscopic Images

Supervised Learning

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, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch, Bartosz Zielinski
Deep learning classification of bacteria clones explained by persistence homology. IJCNN (2021)
Bartosz Zielinski, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Wloch
Deep learning approach to describe and classify fungi microscopic images. CoRR (2020)
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)
Bartosz Zielinski, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Wloch
Deep learning approach to description and classification of fungi microscopic images. CoRR (2019)