Author

Florentina Bunea

Cornell UniversityORCID 0000-0002-1291-1210Unclaimed 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:differential expression· 2 Research Focus:gene regulatory network inference· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Assay:multiome· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1

Frequent Co-Authors

Jishnu DasiD· 2 shared Marten H. WegkampiD· 2 shared Xin BingiD· 2 shared Aaron B.I. RoseniD· 1 shared Alok V. JoglekariD· 1 shared Amanda C. PoholekiD· 1 shared AnnaElaine RosengartiD· 1 shared Hanxi XiaoiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersSystems Biology

Jishnu DasORCID

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2 papers

Recent·Most cited

Systems BiologyNature MethodsPeer-reviewedFeb 19, 2024

SLIDE: Significant Latent Factor Interaction Discovery and Exploration across biological domains

Javad Rahimikollu, Hanxi Xiao, AnnaElaine Rosengart…·Jishnu Das

SLIDE identifies significant interacting latent factors in multi-omic datasets, revealing biological insights in systemic sclerosis, spatial transcriptomics, and T1D models.

33 citationstop 4%

humanmouse

𝕏 PostBluesky

Systems BiologyPatternsPeer-reviewedMar 24, 2022

Essential Regression - a generalizable framework for inferring causal latent factors from multi-omic human datasets

Xin Bing, Tyler C. Lovelace, Florentina Bunea…·Jishnu Das

Essential Regression infers causal latent factors from multi-omic human datasets, outperforming existing methods in prediction performance and enabling causal inferences.

16 citations

humanmultiome

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