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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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Detalhes bibliográficos
Publicado no:Gigascience
Main Authors: Atkinson, Jonathan A., Lobet, Guillaume, Noll, Manuel, Meyer, Patrick E., Griffiths, Marcus, Wells, Darren M.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2017
Assuntos:
Acesso em linha: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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