Author

Ben Williams

Duke University

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:DNA methylation· 1 Approach:statistical model· 1

Frequent Co-Authors

Avshalom CaspiiD· 1 shared David L. CorcoraniD· 1 shared Eilis J. HannoniD· 1 shared Emma Louise DempsteriD· 1 shared Jonathan S. MilliD· 1 shared Karen SugdeniD· 1 shared Richie PoultoniD· 1 shared Sarah Jane DelanyiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Avshalom CaspiORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedMay 1, 2023

A comparison of feature selection methodologies and learning algorithms in the development of a DNA methylation-based telomere length estimator

Trevor Doherty, Emma Louise Dempster, Eilis J. Hannon…·Therese M. Murphy

This study compares feature selection methods and machine learning algorithms to develop a DNA methylation-based telomere length estimator, finding that principal component analysis followed by elastic net regression performs best.

18 citations

DNA methylationstatistical model

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