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Khrystyna Faryna
Khrystyna Faryna
PhD researcher, https://khrystynafaryna.github.io/
Verified email at radboudumc.nl
Title
Cited by
Cited by
Year
Tailoring automated data augmentation to H&E-stained histopathology
K Faryna, J Van der Laak, G Litjens
Medical imaging with deep learning, 2021
482021
Attention-guided classification of abnormalities in semi-structured computed tomography reports
K Faryna, FI Tushar, VM D'Anniballe, R Hou, GD Rubin, JY Lo
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 397-403, 2020
112020
Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learning
VM D’Anniballe, FI Tushar, K Faryna, S Han, MA Mazurowski, GD Rubin, ...
BMC medical informatics and decision making 22 (1), 102, 2022
6*2022
Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features
A Saha, FI Tushar, K Faryna, VM D'Anniballe, R Hou, MA Mazurowski, ...
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 39-44, 2020
52020
Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation
K Faryna, K Koschmieder, MM Paul, T Heuvel, A van der Eerden, ...
Medical Imaging Meets NeurIPS Workshop, 34th Conference on Neural …, 2020
32020
Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology
K Faryna, J van der Laak, G Litjens
Computers in Biology and Medicine 170, 108018, 2024
12024
Towards embedding stain-invariance in convolutional neural networks for H&E-stained histopathology
K Faryna, J van der Laak, G Litjens
Medical Imaging 2024: Digital and Computational Pathology 12933, 16-19, 2024
2024
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