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Improving rare disease classification using imperfect knowledge graph
BACKGROUND: Accurately recognizing rare diseases based on symptom description is an important task in patient triage, early risk stratification, and target therapies. However, due to the very nature of rare diseases, the lack of historical data poses a great challenge to machine learning-based appro...
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| Publicado no: | BMC Med Inform Decis Mak |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6894101/ https://ncbi.nlm.nih.gov/pubmed/31801534 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0938-1 |
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