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A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis.
Eugene Lin
Sudipto Mukherjee
Sreeram Kannan
Published in:
BMC Bioinform. (2020)
Keyphrases
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dimensionality reduction
computational model
probabilistic model
input data
prior knowledge
computer vision
image segmentation
objective function
high dimensional
em algorithm
back propagation
mathematical model
energy functional
variational framework