CycleGAN for virtual stain transfer: Is seeing really believing? J Vasiljević, Z Nisar, F Feuerhake, C Wemmert, T Lampert Artificial Intelligence in Medicine 133, 102420, 2022 | 19 | 2022 |
VANT-GAN: adversarial learning for discrepancy-based visual attribution in medical imaging T Zia, S Murtaza, N Bashir, D Windridge, Z Nisar Pattern Recognition Letters 156, 112-118, 2022 | 17 | 2022 |
Towards measuring domain shift in histopathological stain translation in an unsupervised manner Z Nisar, J Vasiljević, P Gançarski, T Lampert 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 10 | 2022 |
Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision Z Nisar, T Lampert arXiv preprint arXiv:2412.15389, 2024 | | 2024 |
Self-supervised learning in the presence of limited labelled data for digital histopathology Z Nisar Université de Strasbourg, 2024 | | 2024 |
StairwayToStain: A Gradual Stain Translation Approach for Glomeruli Segmentation AA Abdo, I Mhiri, Z Nisar, B Seeliger, T Lampert MICCAI Workshop on Computational Pathology with Multimodal Data (COMPAYL), 2024 | | 2024 |
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks T Zia, Z Nisar, S Murtaza arXiv preprint arXiv:2301.08939, 2023 | | 2023 |