Artificial neural network system for cell classification using single cell RNA expression

Artificial neural network system for cell classification using single cell RNA expression

We implemented an automated system for single-cell classification using artificial neural networks (ANN). Our system takes single-cell gene expression sparse matrices and trains ANN to classify cell types and subtypes. The assemblies of ANNs predict cell classes by voting. We tested the system in a...

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Bibliographic Details
Main Authors: Lin, Xin, Zhong, Jiahui, Lyu, Minjie, Lin, Sen, Keskin, Derin B., Zhang, Guanglan, Brusic, Vladimir, Chitkushev, Lou T.
Format: Conference or Workshop Item
Language:English
Published: 2021
Subjects:
ANN
automation of cell classification
gene expression
PBMC
prediction system
supervised machine learning
Online Access:https://eprints.nottingham.ac.uk/64682/

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