Justin Sonneck
-
CV
-
Since 01/2022
PhD Student at ISAS -
2021
M.Sc., Medical Physics, TU Dortmund University / Ruhr University Bochum -
2018
B.Sc., Medical Physics, TU Dortmund University / Ruhr University Bochum
-
Select publications
Npj imaging, Vol. 2025, No. 3, 2025
Pan Z, Sonneck J, Nagel D, Hasenberg A, Gunzer M, Shi Y, Chen J.
AutoQC-Bench: a diffusion model and benchmark for automatic quality control in high-throughput microscopy
https://doi.org/10.1038/s44303-025-00117-8
PLOS Computational Biology, 2025
Kitanovski S, Conroy S, Sonneck J, Claas L, Dorsch M, Urban S, Chen J, Kaiser M, Grüner B, Hoffmann D.
Uncertainty-aware quantitative analysis of high-throughput live cell migration data
https://doi.org/10.1371/journal.pcbi.1014472
Journal of leukocyte biology, Vol. 117, No. 2, 2025
Cibir Z, Beer A, Kraus A, Pillibeit A, Bludau D, Abdulla H, Neuendorff NR, Sonneck J, Kowitz L, Riese S, Tuz A, Chen J, Cherneha M, Beelen DW,…
Risk beyond neutropenia: insights into neutrophil migration from newly diagnosed AML until late after allogeneic stem cell transplantation
https://doi.org/10.1093/jleuko/qiae250
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024
Zhou Y, Zhao S, Sonneck J, Chen J.
2D Label-Free Prediction of Multiple Organelles Across Different Transmitted-Light Microscopy Images with Bag-of-Experts
https://doi.org/10.1109/ISBI56570.2024.10635298
GigaScience, 2024
Sonneck J, Zhou Y, Chen J.
MMV_Im2Im: an open-source microscopy machine vision toolbox for image-to-image transformation
https://doi.org/10.1093/gigascience/giad120
Nature Methods, Vol. 21, No. 3, 2024, P. 368-369
Zhou Y, Cao J, Sonneck J, Banerjee S, Dörr S, Grüneboom A, Lorenz K, Zhang S, Chen J.
EfficientBioAI: making bioimaging AI models efficient in energy and latency
https://doi.org/10.1038/s41592-024-02167-z
Nature Communications, Vol. 14, 2023, P. 1-13
Cibir Z, Hassel J, Sonneck J, Kowitz L, Beer A, Kraus A, Hallekamp G, Rosenkranz M, Raffelberg P, Olfen S, Smilowski K, Burkard R, Helfrich I, Tuz…
ComplexEye:a multi-lens array microscope for high-throughput embedded immune cell migration analysis
https://doi.org/10.1038/s41467-023-43765-3