Author

Eric D. Fredrickson

ARUP Laboratories (United States)ORCID 0000-0002-2439-4089Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Ashini Bolia· 1 shared Brendan D. O’FalloniD· 1 shared Hunter D. Best· 1 shared Jacob Durtschi· 1 shared Luobin Yang· 1 shared

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2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Ashini Bolia

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedSep 18, 2024

Generative Haplotype Prediction Outperforms Statistical Methods for Small Variant Detection in NGS Data

Brendan D. O’Fallon, Ashini Bolia, Jacob Durtschi…·Hunter D. Best

This paper introduces a deep generative model for haplotype prediction in NGS data, showing superior accuracy compared to statistical methods for variant detection.

4 citations

humanwhole-genome sequencing

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