Figure 1.

Data flow that shows how EHR data is segmented into 3 separate sections through the following transformer models referred to as the “day-to-day approach”: (1) HPI summarization, (2) daily narrative document classification and summarization, and (3) follow-up extraction classification. The automated summary is constructed by chronologically assembling the results.