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The figure illustrates the framework used for extracting SDOH concepts (CUIs) from UMLS. First we extracted concepts (CUIs) by searching SDOH related keyword in the UMLS graph. Then, we passed all the CUIs through a semantic type filter to avoid the unrelated concepts. Finally, we built a hybrid classification model to assign one of the six SDOH categories3 to each CUI.
