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Towards rapid prediction of drug-resistant cancer cell phenotypes: single cell mass spectrometry combined with machine learning

Combined single cell mass spectrometry and machine learning methods is demonstrated for the first time to achieve rapid and reliable prediction of the phenotype of unknown single cells based on their metabolomic profiles, with experimental validation. This approach can be potentially applied towards...

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Detalles Bibliográficos
Publicado en:Chem Commun (Camb)
Main Authors: Liu, Renmeng, Zhang, Genwei, Yang, Zhibo
Formato: Artigo
Idioma:Inglês
Publicado: 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6640148/
https://ncbi.nlm.nih.gov/pubmed/30525135
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c8cc08296k
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