Author

Ivan Franco

GlaxoSmithKline (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Adam Litterman· 1 shared Adam YalaiD· 1 shared Angelique Di DomenicoiD· 1 shared Bhairavi Tolani· 1 shared Cuong Nguyen· 1 shared Dehua ZhaoiD· 1 shared Erik M. UllianiD· 1 shared Greyson R. LewisiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Adam Litterman

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1 paper

Recent·Most cited

Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics

Parker Grosjean, Kaivalya Shevade, Cuong Nguyen, Sarah Ancheta, Karl Mader, Ivan Franco, Seok-Jin Heo, Greyson R. Lewis, Dehua Zhao, Bhairavi Tolani, Steven Boggess, Angelique Di Domenico, Erik M. Ullian, Shawn Shafer, Adam Litterman, , Martin Kampmann

The paper introduces Plexus, a self-supervised model for capturing neuronal activity dynamics, and demonstrates its effectiveness in identifying genetic modifiers of neuronal activity in frontotemporal dementia.

Nature Machine Intelligence · Dec 17, 2025Peer-reviewedBioinformatics