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ORCIDJelica Vasiljevic
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Books and Theses
- 2022
[b1]Jelica Vasiljevic:
Generative adversarial networks in digital histopathology : stain transfer and deep learning model invariance to stain variation. (Réseaux génératifs adversaires en histopathologie numérique : transfert de coloration et invariance des modèles d'apprentissage profond aux variations de colorations). University of Strasbourg, France, 2022
Journal Articles
- 2023
- [j3]Jelica Vasiljevic
, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277: 110780 (2023) - 2022
- [j2]Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133: 102420 (2022) - 2021
- [j1]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460: 277-291 (2021)
Conference and Workshop Papers
- 2022
- [c2]Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert:
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. ISBI 2022: 1-5 - 2021
- [c1]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI 2021: 1939-1943
Informal and Other Publications
- 2022
- [i4]Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert:
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. CoRR abs/2205.04368 (2022) - [i3]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR abs/2210.09798 (2022) - 2021
- [i2]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR abs/2103.11362 (2021) - 2020
- [i1]Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert:
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR abs/2012.12413 (2020)
Coauthor Index
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