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

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Antoine de WeckORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 15, 2022

High-content cellular screen image analysis benchmark study

Mark‐Anthony Bray, Antoine de Weck, Eric Durand…·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.

2 citations

imagingdeep learning

BioinformaticsbioRxivPreprintAug 28, 2019

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.

7 citations

imagingstatistical model