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

Activity by Year

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

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

Brendan D. O’Fallon, Ashini Bolia, Jacob Durtschi, Luobin Yang, Eric D. Fredrickson, 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.

Bioinformatics · Sep 18, 2024Peer-reviewedBioinformatics