Author

Joan HM Knoll

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· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Farrah N Flegal· 1 shared Peter K Rogan· 1 shared Ruth Wilkins· 1 shared Yanxin LiiD· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperGenetics

Farrah N Flegal

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1 paper

Recent·Most cited

GeneticsMicroscopy Research and TechniquePeer-reviewedMar 1, 2016

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

Yanxin Li, Joan HM Knoll, Ruth Wilkins…·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.

DOI 10.1002/jemt.22642

humanimaging

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