Roman Bruch, M.Sc.

Roman Bruch, M.Sc.

  • Karlsruhe Institute of Technology (KIT)
    Institute for Automation and Applied Informatics (IAI)

    Hermann-von-Helmholtz-Platz 1
    76344 Eggenstein-Leopoldshafen

    Fax: +49 721 608 22602
    Building-No.: 445 / 449 / 668


Unsupervised GAN epoch selection for biomedical data synthesis
Böhland, M.; Bruch, R.; Löffler, K.; Reischl, M.
2023. Current Directions in Biomedical Engineering, 9 (1), 467–470. doi:10.1515/cdbme-2023-1117
Mask R-CNN Outperforms U-Net in Instance Segmentation for Overlapping Cells
Rettenberger, L.; Rieken Münke, F.; Bruch, R.; Reischl, M.
2023. Current Directions in Biomedical Engineering, 9 (1), 335–338. doi:10.1515/cdbme-2023-1084
Improving generative adversarial networks for patch-based unpaired image-to-image translation
Böhland, M.; Bruch, R.; Bäuerle, S.; Rettenberger, L.; Reischl, M.
2023. IEEE Access, 11, 127895–127906. doi:10.1109/ACCESS.2023.3331819
Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking
Bruch, R.; Keller, F.; Böhland, M.; Vitacolonna, M.; Klinger, L.; Rudolf, R.; Reischl, M.
2023. PLOS ONE, 18 (3), Article no: e0283828. doi:10.1371/journal.pone.0283828
Prediction of Fluorescent Ki67 Staining in 3D Tumor Spheroids
Bruch, R.; Vitacolonna, M.; Rudolf, R.; Reischl, M.
2022. Current Directions in Biomedical Engineering, 8 (2), 305–308. doi:10.1515/cdbme-2022-1078
epiTracker: A Framework for Highly Reliable Particle Tracking for the Quantitative Analysis of Fish Movements in Tanks
Bruch, R.; Scheikl, P. M.; Mikut, R.; Loosli, F.; Reischl, M.
2021. SLAS technology, 26 (4), 367–376. doi:10.1177/2472630320977454
Evaluation of semi-supervised learning using sparse labeling to segment cell nuclei
Bruch, R.; Rudolf, R.; Mikut, R.; Reischl, M.
2020. Current directions in biomedical engineering, 6 (3), Art.Nr. 20203103. doi:10.1515/cdbme-2020-3103
Evaluation of Semi-Supervised Learning Using Sparse Labeling to Segmet Cell Nuclei
Bruch, R.; Rudolf, R.; Mikut, R.; Reischl, M.
2020. 54th Annual Conference of the German Society for Biomedical Engineering (DGBMT 2020), Online, September 29–October 1, 2020