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An improved catalogue of putative synaptic genes defined exclusively by temporal transcription profiles through an ensemble machine learning approach

BACKGROUND: Assembly and function of neuronal synapses require the coordinated expression of a yet undetermined set of genes. Previously, we had trained an ensemble machine learning model to assign a probability of having synaptic function to every protein-coding gene in Drosophila melanogaster. Thi...

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Detalles Bibliográficos
Autores principales: Pazos Obregón, Flavio, Palazzo, Martín, Soto, Pablo, Guerberoff, Gustavo, Yankilevich, Patricio, Cantera, Rafael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929295/
https://www.ncbi.nlm.nih.gov/pubmed/31870293
http://dx.doi.org/10.1186/s12864-019-6380-z