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Image-based phenotyping of disaggregated cells using deep learning

The ability to phenotype cells is fundamentally important in biological research and medicine. Current methods rely primarily on fluorescence labeling of specific markers. However, there are many situations where this approach is unavailable or undesirable. Machine learning has been used for image c...

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Detalles Bibliográficos
Autores principales: Berryman, Samuel, Matthews, Kerryn, Lee, Jeong Hyun, Duffy, Simon P., Ma, Hongshen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7666170/
https://www.ncbi.nlm.nih.gov/pubmed/33188302
http://dx.doi.org/10.1038/s42003-020-01399-x