Author

Tyler C. Lovelace

University of PittsburghORCID 0000-0002-7881-9054Unclaimed 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 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:multiome· 1

Frequent Co-Authors

Florentina BuneaiD· 1 shared Harinder SinghiD· 1 shared Jishnu DasiD· 1 shared Marten H. WegkampiD· 1 shared Panayiotis V. BenosiD· 1 shared Sudhir Pai KasturiiD· 1 shared Xin BingiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Florentina BuneaORCID

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1 paper

Recent·Most cited

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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