Author

Yi-Fei Huang

Primary ORCID profile (0000-0001-5594-6731 · 9 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Yi-Fei HuangiD9 papers · Pennsylvania State University

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

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Adam SiepeliD· 1 shared Brad Gulko· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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1 shared paperGenomics

Adam SiepelORCID

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1 paper

Recent·Most cited

GenomicsbioRxivAug 15, 2016

Fast, scalable prediction of deleterious noncoding variants from functional and population genomic data

Yi-Fei Huang, Brad Gulko, Adam Siepel

This paper introduces LINSIGHT, a method that improves prediction of deleterious noncoding variants by combining neural networks and molecular evolution models, outperforming existing methods in identifying disease-associated variants.

DOI 10.1038/ng.3810

humanDNA methylation

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