Deep Learning, Artificial Intelligence, Bert, Ehr, NLP.
downstream task. 2.1. Ontology Embedding Ontology embedding is constructed from diagnosis ontology Od and medication ontology Om. Since the medical codes in raw EHR data can be considered as leaf nodes in these ontology trees, the medical code embedding can be enhanced using graph neural networks