KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning

BACKGROUNDS: Predicting medications is a crucial task in intelligent healthcare systems, aiding doctors in making informed decisions based on electronic medical records (EMR). However, medication prediction faces challenges due to complex relations within heterogeneous medical data. Existing studies...

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Detalles Bibliográficos
Autores principales: An, Yang, Tang, Haocheng, Jin, Bo, Xu, Yi, Wei, Xiaopeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617141/
https://www.ncbi.nlm.nih.gov/pubmed/37904198
http://dx.doi.org/10.1186/s12911-023-02325-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617141/
https://www.ncbi.nlm.nih.gov/pubmed/37904198
http://dx.doi.org/10.1186/s12911-023-02325-x

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