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Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large-scale genetic studies

Genetic analyses of plant root systems require large datasets of extracted architectural traits. To quantify such traits from images of root systems, researchers often have to choose between automated tools (that are prone to error and extract only a limited number of architectural traits) or semi-a...

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Bibliografiset tiedot
Julkaisussa:Gigascience
Päätekijät: Atkinson, Jonathan A., Lobet, Guillaume, Noll, Manuel, Meyer, Patrick E., Griffiths, Marcus, Wells, Darren M.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Oxford University Press 2017
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC5632292/
https://ncbi.nlm.nih.gov/pubmed/29020748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/gigascience/gix084
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