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

被引：0

作者：

Lu, Pengyuan ^{[1
]}

Li, Xian ^{[1
]}

Jang, Sooyong ^{[1
]}

Lee, Alexander ^{[2
]}

Pugh, Sydney ^{[1
]}

Watson, Amanda ^{[1
]}

Bjarnadottir, Ragnhildur, I ^{[4
]}

Lucero, Robert ^{[5
]}

Demiris, George ^{[3
]}

Nenkova, Ani ^{[1
]}

Weimer, James ^{[1
]}

Lee, Insup ^{[1
]}

机构：

[1] Univ Penn, Sch Engn & Appl Sci, Philadelphia, PA 19104 USA

[2] Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USA

[3] Univ Penn, Sch Nursing, Philadelphia, PA 19104 USA

[4] Univ Florida, Coll Nursing, Gainesville, FL 32611 USA

[5] Univ Calif Los Angeles, Sch Nursing, Los Angeles, CA 90024 USA

来源：

2021 IEEE/ACM CONFERENCE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE 2021) | 2021年

关键词：

fall risk assessment; electronic health record; Morse Fall Scale; MIMIC-III;

D O I：

10.1109/CHASE52844.2021.00030

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页码：130 / 131

页数：2

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