Author

Tessa Ostyn

KU LeuvenORCID 0000-0001-6502-4773Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Alexandre ArnouldiD· 1 shared Asier AntoranziD· 1 shared Bart De MooriD· 1 shared Brecht DecraeneiD· 1 shared Francesca Maria BosisioiD· 1 shared Frederik De SmetiD· 1 shared Gautam Shankar· 1 shared Giulia Rinaldi· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexandre ArnouldORCID

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1 paper

Recent·Most cited

QUAL-IF-AI: Quality Control of Immunofluorescence Images using Artificial Intelligence

Madhavi Dipak Andhari, Giulia Rinaldi, Pouya Nazari, Gautam Shankar, Nikolina Dubroja, Johanna Vets, Tessa Ostyn, Maxime Vanmechelen, Brecht Decraene, Alexandre Arnould, Willem Mestdagh, Bart De Moor, Frederik De Smet, Francesca Maria Bosisio, Asier Antoranz

QUAL-IF-AI is a deep learning tool that detects and manages artifacts in multiplex immunofluorescence images, achieving high accuracy and IoU across common artifact types.

bioRxiv · Jan 26, 2024 · PreprintBioinformatics