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Environmental properties of cells improve machine learning-based phenotype recognition accuracy

To answer major questions of cell biology, it is often essential to understand the complex phenotypic composition of cellular systems precisely. Modern automated microscopes produce vast amounts of images routinely, making manual analysis nearly impossible. Due to their efficiency, machine learning-...

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Detalles Bibliográficos
Autores principales: Toth, Timea, Balassa, Tamas, Bara, Norbert, Kovacs, Ferenc, Kriston, Andras, Molnar, Csaba, Haracska, Lajos, Sukosd, Farkas, Horvath, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031649/
https://www.ncbi.nlm.nih.gov/pubmed/29973621
http://dx.doi.org/10.1038/s41598-018-28482-y