Author

Stephan Spiegel

Novartis (Switzerland)

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· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Antoine de WeckiD· 1 shared Christopher Ball· 1 shared Daniela Gabriel· 1 shared Eric Durand· 1 shared Imtiaz HossainiD· 1 shared Ioannis K. Moutsatsos· 1 shared Jian Chen FangiD· 1 shared Mark‐Anthony BrayiD· 1 shared

Activity by Year

2019-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBioinformatics

Antoine de WeckORCID

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Author profile →

2 papers

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

Metadata-Guided Visual Representation Learning for Biomedical Images

Stephan Spiegel, Imtiaz Hossain, Christopher Ball, Xian Zhang

This paper introduces metadata-guided visual representation learning for clustering biomedical images without image-level annotations, showing it effectively groups images by phenotype.

bioRxiv · Aug 28, 2019 · PreprintBioinformatics