Author

Gwen Miller

Broad InstituteORCID 0000-0001-5234-1091Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:simulation· 1 Approach:statistical model· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Ahmed RomaniD· 1 shared Eliezer M. Van AlleniD· 1 shared Haitham ElmarakebyiD· 1 shared Jihye Park· 1 shared Marc GlettigiD· 1 shared Ryan L. CollinsiD· 1 shared Saud H. AlDubayaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Ahmed RomanORCID

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1 paper

Recent·Most cited

BioinformaticsMachine Learning with ApplicationsPeer-reviewedFeb 28, 2026

Simulation and empirical evaluation of biologically-informed neural network performance

Gwen Miller, Ahmed Roman, Marc Glettig…·Eliezer M. Van Allen

The paper evaluates how dataset characteristics affect biologically-informed neural network performance using simulations and empirical testing with prostate cancer data.

DOI 10.1016/j.mlwa.2026.100876

humanwhole-exome sequencing

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