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Dorota Ochonska
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 3
Top Topics
Deep Learning
Unsupervised Learning
Multiple Instance Learning
Image Categorization
Top Venues
CoRR
IEEE J. Biomed. Health Informatics
IJCNN
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Publications
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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)
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)