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Variational Autoencoding Tissue Response to Microenvironment Perturbation

This work applies deep variational autoencoder learning architecture to study multi-cellular growth characteristics of human mammary epithelial cells in response to diverse microenvironment perturbations. Our approach introduces a novel method of visualizing learned feature spaces of trained variati...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Schau, Geoffrey F., Thibault, Guillaume, Dane, Mark A., Gray, Joe W., Heiser, Laura M., Chang, Young Hwan
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6677277/
https://ncbi.nlm.nih.gov/pubmed/31379401
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2512660
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