Author

David García-Soriano

Universitat Politècnica de CatalunyaORCID 0000-0002-2869-9330Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:Drosophila· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Arie MatsliahiD· 1 shared Ben JourdaniD· 1 shared Gregory SchwartzmaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Arie MatsliahORCID

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1 paper

Recent·Most cited

Connectivity Is All You Need: Inferring Neuronal Types with NTAC

Gregory Schwartzman, Ben Jourdan, David García-Soriano, Arie Matsliah

NTAC infers neuronal cell types from synaptic connectivity, achieving high accuracy with minimal labeled data and outperforming morphology-based methods.

bioRxiv · Jun 11, 2025 · PreprintNeuroscience