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Justin Sonneck

Observed name: Sonneck, Justin
ORCID: 0000-0002-1640-3045
Observed ORCID: 0000-0002-1640-3045
OpenAlex ID: A5087004708
ComplexEye: a multi-lens array microscope for high-throughput embedded immune cell migration analysis
2023 · Zülal Cibir, Jacqueline Hassel, et al. · Nature Communications · 14
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EfficientBioAI: making bioimaging AI models efficient in energy and latency
2024 · Yu Zhou, Jiajun Cao, et al. · Nature Methods · 9
MMV_Im2Im: an open-source microscopy machine vision toolbox for image-to-image transformation
2024 · Justin Sonneck, Yu Zhou, et al. · GigaScience · 7
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On the risk of manual annotations in 3D confocal microscopy image segmentation
2023 · Justin Sonneck, Shuo Zhao, et al. · IEEE International Conference on Computer Vision Workshops · 4
AutoQC-Bench: a diffusion model and benchmark for automatic quality control in high-throughput microscopy
2025 · Zixuan Pan, Justin Sonneck, et al. · npj Imaging · 3
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EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation
2023 · Zhou, Yu, Sonneck, Justin, et al. · arXiv (Cornell University) · 3
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Uncertainty-aware quantitative analysis of high-throughput live cell migration data
2026 · Simo Kitanovski, Shannon Conroy, et al. · PLoS Computational Biology · 1
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Risk beyond neutropenia: insights into neutrophil migration from newly diagnosed AML until late after allogeneic stem cell transplantation
2025 · Zülal Cibir, Alexander Beer, et al. · Journal of Leukocyte Biology · 1
2D Label-Free Prediction of Multiple Organelles Across Different Transmitted-Light Microscopy Images with Bag-of-Experts
2024 · Yu Zhou, Shuo Zhao, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 1
FlowRoI: fast optical-flow-based Roi extraction for high-throughput immune cell image compression
2026 · Xiaowei Xu, Justin Sonneck, et al. · npj Imaging
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FlowRoI: fast optical-flow-based Roi extraction for high-throughput immune cell image compression
2026 · Xu, Xiaowei, Sonneck, Justin, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
CellTrack: Benchmark dataset for 2D cell tracking
2025 · Justin Sonneck, Jianxu Chen
AutoQC-Bench: A Diffusion Model and Benchmark for Automatic Quality Control on High-throughput Microscopy
2025 · Zixuan Pan, Justin Sonneck, et al.
AutoQC-Bench: A Diffusion Model and Benchmark for Automatic Quality Control on High-throughput Microscopy
2025 · Zixuan Pan, Justin Sonneck, et al.
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation
2023 · Sonneck, Justin, Zhou, Yu, et al. · Zenodo (CERN European Organization for Nuclear Research)
On the risk of manual annotations in 3D confocal microscopy image segmentation
2023 · Sonneck, Justin, Zhao, Shuo, et al. · Zenodo (CERN European Organization for Nuclear Research)
ComplexEye - a multi lens array microscope for High-Throughput embedded immune cell migration analysis
2023 · Cibir, Zülal, Hassel, Jacqueline, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 20
Citation count: 44
H-index: 4
I10-index: 1
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