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SAEROF: an ensemble approach for large-scale drug-disease association prediction by incorporating rotation forest and sparse autoencoder deep neural network

Drug-disease association is an important piece of information which participates in all stages of drug repositioning. Although the number of drug-disease associations identified by high-throughput technologies is increasing, the experimental methods are time consuming and expensive. As supplement to...

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Detalles Bibliográficos
Autores principales: Jiang, Han-Jing, Huang, Yu-An, You, Zhu-Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080766/
https://www.ncbi.nlm.nih.gov/pubmed/32188871
http://dx.doi.org/10.1038/s41598-020-61616-9