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Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Machine learning offers promising solutions for high-throughput single-particle analysis in label-free imaging microflow cytomtery. However, the throughput of online operations such as cell sorting is often limited by the large computational cost of the image analysis while offline operations may re...

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Detalles Bibliográficos
Autores principales: Lugnan, Alessio, Gooskens, Emmanuel, Vatin, Jeremy, Dambre, Joni, Bienstman, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7691359/
https://www.ncbi.nlm.nih.gov/pubmed/33244129
http://dx.doi.org/10.1038/s41598-020-77765-w