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Synthetic single cell RNA sequencing data from small pilot studies using deep generative models

Deep generative models, such as variational autoencoders (VAEs) or deep Boltzmann machines (DBMs), can generate an arbitrary number of synthetic observations after being trained on an initial set of samples. This has mainly been investigated for imaging data but could also be useful for single-cell...

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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Treppner, Martin, Salas-Bastos, Adrián, Hess, Moritz, Lenz, Stefan, Vogel, Tanja, Binder, Harald
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2021
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8087667/
https://ncbi.nlm.nih.gov/pubmed/33931726
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-88875-4
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