Biomedical semantic indexing by deep neural network with multi-task learning

BACKGROUND: Biomedical semantic indexing is important for information retrieval and many other research fields in bioinformatics. It annotates biomedical citations with Medical Subject Headings. In face of unbalanced category distribution in the training data, sampling methods are difficult to apply...

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Detalles Bibliográficos
Autores principales: Du, Yongping, Pan, Yunpeng, Wang, Chencheng, Ji, Junzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302444/
https://www.ncbi.nlm.nih.gov/pubmed/30577745
http://dx.doi.org/10.1186/s12859-018-2534-2

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