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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Detalles Bibliográficos
Autores principales: Li, Xuedong, Wang, Yue, Wang, Dongwu, Yuan, Walter, Peng, Dezhong, Mei, Qiaozhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894101/
https://www.ncbi.nlm.nih.gov/pubmed/31801534
http://dx.doi.org/10.1186/s12911-019-0938-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894101/
https://www.ncbi.nlm.nih.gov/pubmed/31801534
http://dx.doi.org/10.1186/s12911-019-0938-1

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