Author

Ricardo M. Sánchez

European Molecular Biology LaboratoryORCID 0000-0002-2854-0119Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Research Focus:gene regulatory network inference· 1

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Anna KreshukiD· 1 shared Frosina StojanovskaiD· 1 shared Judith B. ZauggiD· 1 shared Julia MahamidiD· 1 shared Rasmus K. JenseniD· 1 shared

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Recent·Most cited

BioinformaticsbioRxivPreprintNov 11, 2025

CryoSiam: self-supervised representation learning for automated analysis of cryo-electron tomograms

Frosina Stojanovska, Ricardo M. Sánchez, Rasmus K. Jensen…·Judith B. Zaugg

CryoSiam is a self-supervised framework for cryo-ET data analysis that learns hierarchical representations and transfers to experimental data for denoising, segmentation, and macromolecular detection.

2 citations

electronic health recordsdeep learning