Author

Joseph Paul McElroy

The Ohio State University

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:multiome· 1

Frequent Co-Authors

Aline Paixão BeckeriD· 1 shared Amy WebbiD· 1 shared Arnab ChakravartiiD· 1 shared Clary B. ClishiD· 1 shared Ewy A. MathéiD· 1 shared Jany ChaniD· 1 shared Jessica Ann Lasky-SuiD· 1 shared Jessica L. FlemingiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aline Paixão BeckerORCID

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1 paper

Recent·Most cited

Finding Salient Multi-Omic Interactomes Relevant to Multiple Biomedical Outcomes using Graph Ensemble Neural Networks

Tara Eicher, Jany Chan, Aline Paixão Becker, Saikh Jaharul Haque, Jessica L. Fleming, Joseph Paul McElroy, Wei Meng, Amy Webb, Rachel S. Kelly, Juan Carlos Celedon, Clary B. Clish, Robert Edgardo Gerszten, Michael J. McGeachie, Scott T. Weiss, Jessica Ann Lasky-Su, , Raghu Machiraju

This paper introduces GENN, a method for multi-omic interactome analysis that improves prediction of biomedical outcomes by learning salient associations in a low-dimensional space.

bioRxiv · Dec 28, 2024 · PreprintBioinformatics