Author

Steven M. Albert

University of PittsburghORCID 0000-0001-6786-9956Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Arthur S. Levine· 1 shared C. Elizabeth ShaabaniD· 1 shared Helmet Talib KarimiD· 1 shared Paul MunroiD· 1 shared Richard D. BoyceiD· 1 shared Sanya B. TanejaiD· 1 shared Scott A. MaleciD· 1 shared Tiffany J. CallahaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperSystems Biology

Arthur S. Levine

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1 paper

Recent·Most cited

Systems BiologyJournal of Biomedical InformaticsPeer-reviewedApr 21, 2023

Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: a use case studying depression as a risk factor for Alzheimer's disease

Scott A. Malec, Sanya B. Taneja, Steven M. Albert…·Richard D. Boyce

This paper introduces a knowledge graph approach to causal feature selection, identifying confounders, mediators, and colliders for depression's effect on Alzheimer's disease risk.

18 citations

humanstatistical model

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