Author

Bettina Roellinger

École Polytechnique

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

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Abdul I. BarakatiD· 1 shared Catherine CoiraultiD· 1 shared Claire LeclechiD· 1 shared Elsa D. AngeliniiD· 1 shared Francois ThenieriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperCell Biology

Abdul I. BarakatORCID

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1 paper

Recent·Most cited

A Variational Autoencoder Model for Clustering of Cell Nuclei on Microgroove Substrates: Potential for Disease Diagnosis

Bettina Roellinger, Francois Thenier, Claire Leclech, Catherine Coirault, Elsa D. Angelini, Abdul I. Barakat

This study uses a variational autoencoder to cluster nuclei on microgroove substrates, distinguishing between wildtype and laminopathy myoblasts based on nuclear deformation.

Scientific Reports · Jul 1, 2025Peer-reviewedCell Biology