Concepedia

Khrystyna Faryna

KF

4

Publications

87

Citations

4

H-Index

2020

Active since

Affiliations

Radboud University Nijmegen(Current)

Radboud University Medical Center

Khrystyna Faryna is an author at Radboud University Nijmegen specializing in engineering, histopathology, and data augmentation.

Top concepts

EngineeringMedicineData ScienceHistopathologyMedical ImagingMachine LearningData AugmentationDigital PathologyMedical Image ComputingDiagnosis

Publications per year

2020–2024

4

Publications

4

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 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

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

Data Augmentation, Engineering, Hepatology +10

Evaluation of Artificial Intelligence-Based Gleason Grading Algorithms “in the Wild”

Khrystyna Faryna, Leslie Tessier, Juan Antonio Retámero et al. · Modern Pathology · 2024 · 19 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +5

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

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