Author

Roman Schwob

University of BernORCID 0009-0003-9567-5026Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Agne FrismantieneiD· 1 shared Ana StojiljkovićiD· 1 shared Benjamin GrädeliD· 1 shared Guillaume WitziD· 1 shared Joël Frei· 1 shared Lucien HinderlingiD· 1 shared Maciej DobrzyńskiiD· 1 shared Mykhailo VladymyroviD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Agne FrismantieneORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 12, 2024

Convpaint - Universal framework for interactive pixel classification using pretrained neural networks

Lucien Hinderling, Guillaume Witz, Roman Schwob…·Olivier C. Pertz

Convpaint provides an interactive pixel classification framework using pretrained CNNs or ViTs, integrated into the napari ecosystem for versatile image processing.

8 citations

imagingdeep learning

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