Author

A. Drake

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Research Focus:ecology & biodiversity· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:multiple species· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

A. F. Camfield· 1 shared A. Kannan· 1 shared A. Sharma· 1 shared A. Tzou· 1 shared B. Rice· 1 shared B. White· 1 shared C. Tang· 1 shared D. Bowen· 1 shared

Activity by Year

2018-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperEcology

A. F. Camfield

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Cross-seasonal weather effects interact with breeding conditions to impact reproductive success in an alpine songbird

D. R. de Zwaan, A. Drake, A. F. Camfield, E. C. MacDonald, K. Martin

This study shows that weather conditions across the annual cycle affect clutch initiation and offspring development in horned larks, with carry-over effects influencing reproductive success.

bioRxiv · Aug 6, 2021 · PreprintEcology

Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA

N. Wan, D. Weinberg, T.-y. Liu, K. Niehaus, D. Delubac, A. Kannan, B. White, E. Ariazi, M. Bailey, M. Bertin, N. Boley, D. Bowen, J. Cregg, A. Drake, R. Ennis, , I. S. Haque

This paper uses machine learning on whole-genome sequencing of plasma cell-free DNA to detect early-stage colorectal cancer with high sensitivity and specificity.

bioRxiv · Nov 24, 2018Cancer Biology