Fast intelligent cell phenotyping for high-throughput optofluidic time-stretch microscopy based on the XGBoost algorithm

Significance: The use of optofluidic time-stretch flow cytometry enables extreme-throughput cell imaging but suffers from the difficulties of capturing and processing a large amount of data. As significant amounts of continuous image data are generated, the images require identification with high sp...

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Detalles Bibliográficos
Autores principales: Zhao, Wanyue, Guo, Yingxue, Yang, Sigang, Chen, Minghua, Chen, Hongwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2020
Materias:
Imaging
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7267411/
https://www.ncbi.nlm.nih.gov/pubmed/32495539
http://dx.doi.org/10.1117/1.JBO.25.6.066001

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