FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data

Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee

Abstract: This paper presents a four-part database, FRED, for fall risk evaluation based on electronic health record data from MIMIC-III. Part 1 compromises demographic data and admission IDs. Part 2 presents information on Morse Fall Scale intervals and fall risk labels (high, low, increasing or decreasing fall risk). Part 3 shows corresponding physician notes. Part 4 contains administered medication. The database is open-source and available on PhysioNet.