Extended Data Fig. 1: Sequential representation of electronic health record data.
From: A clinically applicable approach to continuous prediction of future acute kidney injury
All electronic health record data available for each patient were structured into a sequential history for both inpatient and outpatient events in six-hourly blocks, shown here as circles. In each 24-h period, events without a recorded time were included in a fifth block. Apart from the data present at the current time step, the models optionally receive an embedding of the previous 48 h and the longer history of 6 months or 5 years.
