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

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Avshalom CaspiORCID

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1 paper

Recent·Most cited

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, Jonathan S. Mill, Richie Poulton, David L. Corcoran, Karen Sugden, Ben Williams, Avshalom Caspi, Terrie E. Moffitt, Sarah Jane Delany, 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.

BMC Bioinformatics · May 1, 2023Peer-reviewedBioinformatics