Author

Sebastian Soyer

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Manita Toor· 1 shared Sreenivas Bhattiprolu· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Manita Toor

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1 paper

Recent·Most cited

ZEISS arivis Cloud: a cloud-based platform for deep learning model training and scalable bioimage analysis

Sreenivas Bhattiprolu, Manita Toor, Sebastian Soyer

Browser-based ZEISS platform trains U-Net/EfficientNet semantic and Mask2Former instance segmentation models from partial, SAM-assisted labels with fixed hyperparameters; described via two organoid demos, without accuracy benchmarks.

bioRxiv · Aug 17, 2026 · PreprintBioinformatics✦ In-depth digest