Exploiting hierarchy in medical concept embedding*

OBJECTIVE: To construct and publicly release a set of medical concept embeddings for codes following the ICD-10 coding standard which explicitly incorporate hierarchical information from medical codes into the embedding formulation. MATERIALS AND METHODS: We trained concept embeddings using several...

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Bibliografski detalji
Izdano u:JAMIA Open
Glavni autori: Finch, Anthony, Crowell, Alexander, Bhatia, Mamta, Parameshwarappa, Pooja, Chang, Yung-Chieh, Martinez, Jose, Horberg, Michael
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2021
Teme:
Research and Applications
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7962787/
https://ncbi.nlm.nih.gov/pubmed/33748691
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooab022
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