Work

An integrated data mining approach to real-time clinical monitoring and deterioration warning

Year: 2012

Type: conference-paper

Abstract: Clinical study found that early detection and intervention are essential for preventing clinical deterioration in patients, for patients both in intensive care units (ICU) as well as in general wards but under real-time data sensing (RDS). In this paper, we develop an integrated data mining approach to give early deterioration warnings for patients under real-time monitoring in ICU and RDS.

Source: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI: 10.1145/2339530.2339709

Authors: Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas Bailey

Institution: Washington University in St. Louis

Language: English

Topic: Healthcare Technology and Patient Monitoring

Subfield: Surgery

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W2062000081

FWCI: 51.11

Cites: 23

Cited by: 79

Related to: 10