Exploiting hierarchy in medical concept embedding.
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.
Author(s): Finch, Anthony, Crowell, Alexander, Bhatia, Mamta, Parameshwarappa, Pooja, Chang, Yung-Chieh, Martinez, Jose, Horberg, Michael
DOI: 10.1093/jamiaopen/ooab022