Author

Daniela Gabriel

Novartis Institutes for BioMedical Research

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

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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

Antoine de WeckiD· 1 shared Eric Durand· 1 shared Ioannis K. Moutsatsos· 1 shared Jian Chen FangiD· 1 shared Mark‐Anthony BrayiD· 1 shared Rens JanssensiD· 1 shared Stephan Spiegel· 1 shared Xian ZhangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Antoine de WeckORCID

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1 paper

Recent·Most cited

High-content cellular screen image analysis benchmark study

Mark‐Anthony Bray, Antoine de Weck, Eric Durand, Jian Chen Fang, Daniela Gabriel, Rens Janssens, Ioannis K. Moutsatsos, Stephan Spiegel, Xian Zhang

This study benchmarks deep learning and feature engineering methods for analyzing high-content microscopy images to predict phenotypes and cluster cells without manual annotations.

bioRxiv · May 15, 2022 · PreprintBioinformatics