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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Detalles Bibliográficos
Autores principales: Atkinson, Jonathan A., Lobet, Guillaume, Noll, Manuel, Meyer, Patrick E., Griffiths, Marcus, Wells, Darren M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Technical Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632292/
https://www.ncbi.nlm.nih.gov/pubmed/29020748
http://dx.doi.org/10.1093/gigascience/gix084

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632292/
https://www.ncbi.nlm.nih.gov/pubmed/29020748
http://dx.doi.org/10.1093/gigascience/gix084

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