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Adriana Borowa
Adriana Borowa
PhD student, Jagiellonian University; Data Scientist, Ardigen
Zweryfikowany adres z student.uj.edu.pl
Tytuł
Cytowane przez
Cytowane przez
Rok
Kernel self-attention for weakly-supervised image classification using deep multiple instance learning
D Rymarczyk, A Borowa, J Tabor, B Zielinski
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
492021
JUMP Cell Painting dataset: morphological impact of 136,000 chemical and genetic perturbations
SN Chandrasekaran, J Ackerman, E Alix, DM Ando, J Arevalo, M Bennion, ...
Biorxiv, 2023.03. 23.534023, 2023
382023
Deep learning classification of bacteria clones explained by persistence homology
A Borowa, D Rymarczyk, D Ochońska, M Brzychczy-Włoch, B Zieliński
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
9*2021
Deep learning models capture histological disease activity in Crohn’s disease and ulcerative colitis with high fidelity
D Rymarczyk, W Schultz, A Borowa, JR Friedman, T Danel, P Branigan, ...
Journal of Crohn's and Colitis 18 (4), 604-614, 2024
42024
Identifying bacteria species on microscopic polyculture images using deep learning
A Borowa, D Rymarczyk, D Ochońska, A Sroka-Oleksiak, ...
IEEE Journal of Biomedical and Health Informatics 27 (1), 121-130, 2022
22022
Weakly-Supervised Cell Classification for Effective High Content Screening
A Borowa, S Kruczek, J Tabor, B Zieliǹski
International Conference on Computational Science, 318-330, 2022
12022
Comparison of Supervised and Self-Supervised Deep Representations Trained on Histological Images
D Rymarczyk, A Borowa, A Bracha, M Chronowski, W Ozimek, B Zieliński
MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022
12022
Multimodal Approach to MoA Prediction Based on Cell Painting Imaging and Chemical Structure Data
M Koziarski, P Gaiński, K Rataj, A Borowa, K Wójtowicz, J Gwóźdź, ...
1
Decoding phenotypic screening: A comparative analysis of image representations
A Borowa, D Rymarczyk, M Żyła, M Kańdula, A Sánchez-Fernández, ...
Computational and Structural Biotechnology Journal 23, 1181-1188, 2024
2024
Texture recognition using convolutional neural network with additional information about an image
A Borowa
2020
Projekt i implementacja systemu organizacji czasu i zarządzania zadaniami
A Borowa
2015
AI-driven identification of hits from Cell Painting based screening
A Bracha, S Adamski, K Rataj, D Rymarczyk, A Borowa, M Otrocka, ...
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