Justin Sonneck
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Vita
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Seit 01/2022
Doktorand am ISAS -
2021
M.Sc., Medizinphysik, Technische Universität Dortmund / Ruhr-Universität Bochum -
2018
B.Sc., Medizinphysik, Technische Universität Dortmund / Ruhr-Universität Bochum
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Ausgewählte Publikationen
Npj imaging, Bd. 2025, Nr. 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
Journal of leukocyte biology, Bd. 117, Nr. 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, Bd. 21, Nr. 3, 2024, S. 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, Bd. 14, 2023, S. 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