| Common limitations of image processing metrics: A picture story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv:2104.05642, 2021 | 151 | 2021 |
| Artificial-intelligence-driven scanning probe microscopy A Krull, P Hirsch, C Rother, A Schiffrin, C Krull Communications Physics 3 (1), 1-8, 2020 | 131 | 2020 |
| Patchperpix for instance segmentation L Mais, P Hirsch, D Kainmueller European Conference on Computer Vision, 288-304, 2020 | 38 | 2020 |
| An auxiliary task for learning nuclei segmentation in 3d microscopy images P Hirsch, D Kainmueller Medical Imaging with Deep Learning, 304-321, 2020 | 18 | 2020 |
| Automated reconstruction of whole-embryo cell lineages by learning from sparse annotations C Malin-Mayor, P Hirsch, L Guignard, K McDole, Y Wan, WC Lemon, ... Nature Biotechnology, 1-6, 2022 | 17 | 2022 |
| CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting S Graham, QD Vu, M Jahanifar, M Weigert, U Schmidt, W Zhang, J Zhang, ... Medical image analysis 92, 103047, 2024 | 11 | 2024 |
| PatchPerPixMatch for automated 3d search of neuronal morphologies in light microscopy L Mais, P Hirsch, C Managan, K Wang, K Rokicki, RR Svirskas, ... bioRxiv, 2021.07. 23.453511, 2021 | 6 | 2021 |
| Panoptic segmentation with highly imbalanced semantic labels JL Rumberger, E Baumann, P Hirsch, A Janowczyk, I Zlobec, ... 2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 1-4, 2022 | 4 | 2022 |
| ACTIS: Improving Data Efficiency by Leveraging Semi-Supervised Augmentation Consistency Training for Instance Segmentation JL Rumberger, J Franzen, P Hirsch, JP Albrecht, D Kainmueller Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| Tracking by Weakly-Supervised Learning and Graph Optimization for Whole-Embryo C. elegans lineages P Hirsch, C Malin-Mayor, A Santella, S Preibisch, D Kainmueller, J Funke International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 3 | 2022 |
| How shift equivariance impacts metric learning for instance segmentation JL Rumberger, X Yu, P Hirsch, M Dohmen, VE Guarino, A Mokarian, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 3 | 2021 |
| Mathematical and bioinformatic tools for cell tracking P Hirsch, L Epstein, L Guignard Cell Movement in Health and Disease, 341-361, 2022 | 1 | 2022 |
| FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures L Mais, P Hirsch, C Managan, R Kandarpa, JL Rumberger, A Reinke, ... arXiv preprint arXiv:2404.00130, 2024 | | 2024 |
| Segmentation and Tracking of Cells and Nuclei Using Deep Learning PJ Hirsch Humboldt-Universität zu Berlin, 2023 | | 2023 |
Dagmar KainmuellerMDC BerlinVerified email at mdc-berlin.de
