Author

Ruth Wilkins

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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Genetics· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:human· 2 Assay:imaging· 2 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Yanxin LiiD· 2 shared Akila Subasinghe· 1 shared Farrah Flegal· 1 shared Farrah N Flegal· 1 shared Jagath Samarabandu· 1 shared Joan H.M. KnolliD· 1 shared Joan HM Knoll· 1 shared Peter K Rogan· 1 shared

Activity by Year

2016-2016 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 21 mutual co-author links

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2 shared papersGenetics

Yanxin LiORCID

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2 papers

Recent·Most cited

Centromere Detection of Human Metaphase Chromosome Images using a Candidate Based Method

Akila Subasinghe, Jagath Samarabandu, Yanxin Li, Ruth Wilkins, Farrah Flegal, Joan H.M. Knoll, Peter K. Rogan

The paper presents a centromere detection algorithm for human metaphase chromosomes, achieving 87% accuracy by evaluating candidate locations using profile thickness measurements and correcting for sister chromatid separation.

F1000Research · Jul 1, 2016Peer-reviewedGenetics

Automated Discrimination of Dicentric and Monocentric Chromosomes by Machine Learning-based Image Processing

Yanxin Li, Joan HM Knoll, Ruth Wilkins, Farrah N Flegal, Peter K Rogan

The paper develops a machine learning-based method to automatically detect dicentric chromosomes from metaphase images, achieving acceptable accuracy across radiation doses.

bioRxiv · Jan 20, 2016Genetics