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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...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360648/ https://www.ncbi.nlm.nih.gov/pubmed/30712510 http://dx.doi.org/10.1186/s12864-018-5370-x |