Harmonized Representation Learning on Dynamic EHR Graphs.

•Deep learning model for graph representation learning.•Harmonized representation learning for patients, medical events, and medical concepts.•Multi-modal EHR graph construction using both structured and unstructured sources.•Dynamic EHR graph learning framework which combines GCN and LSTM.•Consistency analysis on diagnosis code assignment in a target visit.