Author

Xavier Loinaz

Brown 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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Assay:ChIP-seq· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Approach:graph neural network· 1 Organism:human· 1

Frequent Co-Authors

Erica LarschaniD· 1 shared Jeremy BignessiD· 1 shared Ritambhara SinghiD· 1 shared Shalin S. PateliD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Erica LarschanORCID

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1 paper

Recent·Most cited

Integrating long-range regulatory interactions to predict gene expression using graph convolutional networks

Jeremy Bigness, Xavier Loinaz, Shalin S. Patel, Erica Larschan, Ritambhara Singh

The paper introduces GC-MERGE, a graph convolutional model that integrates spatial genomic organization and histone modifications to predict gene expression and interpret regulatory factors.

Journal of Computational Biology · Mar 24, 2022Peer-reviewedBioinformatics