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Cell Identity Codes: Understanding Cell Identity from Gene Expression Profiles using Deep Neural Networks

Understanding cell identity is an important task in many biomedical areas. Expression patterns of specific marker genes have been used to characterize some limited cell types, but exclusive markers are not available for many cell types. A second approach is to use machine learning to discriminate ce...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Abdolhosseini, Farzad, Azarkhalili, Behrooz, Maazallahi, Abbas, Kamal, Aryan, Motahari, Seyed Abolfazl, Sharifi-Zarchi, Ali, Chitsaz, Hamidreza
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6382891/
https://ncbi.nlm.nih.gov/pubmed/30787315
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-38798-y
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