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Gene2vec: distributed representation of genes based on co-expression

BACKGROUND: Existing functional description of genes are categorical, discrete, and mostly through manual process. In this work, we explore the idea of gene embedding, distributed representation of genes, in the spirit of word embedding. RESULTS: From a pure data-driven fashion, we trained a 200-dim...

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Bibliografski detalji
Izdano u:BMC Genomics
Glavni autori: Du, Jingcheng, Jia, Peilin, Dai, Yulin, Tao, Cui, Zhao, Zhongming, Zhi, Degui
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6360648/
https://ncbi.nlm.nih.gov/pubmed/30712510
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12864-018-5370-x
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