Use of high-content analysis and machine learning to characterize complex microbial samples via morphological analysis

High Content Analysis (HCA) has become a cornerstone of cellular analysis within the drug discovery industry. To expand the capabilities of HCA, we have applied the same analysis methods, validated in numerous mammalian cell models, to microbiology methodology. Image acquisition and analysis of vari...

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Detalles Bibliográficos
Autores principales: Petitte, Jennifer, Doherty, Michael, Ladd, Jacob, Marin, Cassandra L., Siles, Samuel, Michelou, Vanessa, Damon, Amanda, Quattrini Eckert, Erin, Huang, Xiang, Rice, John W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756541/
https://www.ncbi.nlm.nih.gov/pubmed/31545814
http://dx.doi.org/10.1371/journal.pone.0222528

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756541/
https://www.ncbi.nlm.nih.gov/pubmed/31545814
http://dx.doi.org/10.1371/journal.pone.0222528

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