Author

Michelle S. Xu

Columbia 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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Genomics· 1

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Approach:graph neural network· 1 Organism:human· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Haicang ZhangiD· 1 shared Wendy K. ChungiD· 1 shared Xiao FaniD· 1 shared Yufeng SheniD· 1 shared

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2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperGenomics

Haicang ZhangORCID

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1 paper

Recent·Most cited

Predicting functional effect of missense variants using graph attention neural networks

Haicang Zhang, Michelle S. Xu, Xiao Fan, Wendy K. Chung, Yufeng Shen

This paper introduces gMVP, a graph attention neural network for predicting the functional effect of missense variants, showing improved performance over existing methods in identifying damaging variants and separating de novo variants in neurodevelopmental disorders.

Nature Machine Intelligence · Nov 15, 2022Peer-reviewedGenomics