Author

John Aldo Lee

UCLouvainORCID 0000-0001-5218-759XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Cyril de BodtiD· 1 shared David NovákiD· 1 shared Pierre LambertiD· 1 shared Sofie Van GasseniD· 1 shared Yvan SaeysiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Cyril de BodtORCID

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1 paper

Recent·Most cited

BioinformaticsCell SystemsPeer-reviewedOct 1, 2026

Interpretable models for scRNA-seq data embedding with multi-scale structure preservation

David Novák, Cyril de Bodt, Pierre Lambert…·Yvan Saeys

This paper introduces two tools for improving the trustworthiness of single-cell dimensionality reduction by enhancing quality metrics and multi-scale structure preservation.

1 citation

scRNA-seqdeep learning

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