Concepedia
Statistics
Publications
4
Citations
97
H-Index
Active since
2020
Affiliations
Radboud University Nijmegen(Current)
Linköping University
Radboud Institute for Molecular Life Sciences
Radboud University Medical Center
Khrystyna Faryna is an author at Radboud University Nijmegen specializing in computer science, computing, and machine learning.
Publications per year
2020–2024
Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology
Khrystyna Faryna, Jeroen van der Laak, Geert Litjens · Computers in Biology and Medicine · 2024 · 44 citations · Full text
Computing, Computer Science, Pathology +17
Tailoring automated data augmentation to H&E-stained histopathology
Khrystyna Faryna, Jeroen van der Laak, Geert Litjens · Medical Imaging with Deep Learning · 2021 · 22 citations
Medicine, Pathology, Anatomic Pathology +12
Evaluation of Artificial Intelligence-Based Gleason Grading Algorithms “in the Wild”
Khrystyna Faryna, Leslie Tessier, Juan Antonio Retámero et al. · Modern Pathology · 2024 · 21 citations · Full text
Computing, Computer Science, Artificial Intelligence +6
Attention-guided classification of abnormalities in semi-structured computed tomography reports
Khrystyna Faryna, Fakrul Islam Tushar, Vincent M. D’Anniballe et al. · Medical Imaging 2020: Computer-Aided Diagnosis · 2020 · 10 citations
Computing, Computer Science, Radiology +17
1–4 of 4