Imaging flow cytometry data analysis using convolutional neural network for quantitative investigation of phagocytosis

2021 ◽  
Author(s):  
Elizaveta N. Mochalova ◽  
Ivan A. Kotov ◽  
Dmitry A. Lifanov ◽  
Soumyananda Chakraborti ◽  
Maxim P. Nikitin
Keyword(s):  
Neural Network ◽  
Flow Cytometry ◽  
Data Analysis ◽  
Convolutional Neural Network ◽  
Quantitative Investigation ◽  
Flow Cytometry Data ◽  
Imaging Flow Cytometry

scholarly journals An open-source solution for advanced imaging flow cytometry data analysis using machine learning

Methods ◽  
2017 ◽  
Vol 112 ◽  
pp. 201-210 ◽  
Author(s):  
Holger Hennig ◽  
Paul Rees ◽  
Thomas Blasi ◽  
Lee Kamentsky ◽  
Jane Hung ◽  
...  
Keyword(s):  
Machine Learning ◽  
Flow Cytometry ◽  
Data Analysis ◽  
Open Source ◽  
Advanced Imaging ◽  
Flow Cytometry Data ◽  
Imaging Flow Cytometry

scholarly journals OpenCyto: An Open Source Infrastructure for Scalable, Robust, Reproducible, and Automated, End-to-End Flow Cytometry Data Analysis

2014 ◽  
Vol 10 (8) ◽  
pp. e1003806 ◽  
Author(s):  
Greg Finak ◽  
Jacob Frelinger ◽  
Wenxin Jiang ◽  
Evan W. Newell ◽  
John Ramey ◽  
...  
Keyword(s):  
Flow Cytometry ◽  
Data Analysis ◽  
Open Source ◽  
Flow Cytometry Data ◽  
End To End
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