Literature DB >> 20351831

Reliable real-time clinical monitoring using sensor network technology.

Octav Chipara1, Christopher Brooks, Sangeeta Bhattacharya, Chenyang Lu, Roger D Chamberlain, Gruia-Catalin Roman, Thomas C Bailey.   

Abstract

We propose wireless sensor networks composed of nodes using low-power 802.15.4 radios as an enabling technology for patient monitoring in general hospital wards. A key challenge for such applications is to reliably deliver sensor data from mobile patients. We propose a monitoring system with two types of nodes: patient nodes equipped with wireless pulse oximeters and relays nodes used to route data to a base station. A reliability analysis of data collection from mobile users shows that mobility leads to packet losses exceeding 30%. The majority of packet losses occur between the mobile subjects and the first-hop relays. Based on this insight we developed the Dynamic Relay Association Protocol (DRAP), an effective mechanism for discovering the right relays for patient nodes. DRAP enables highly reliable data collection from mobile subjects. Empirical evaluation showed that DRAP delivered at least 96% of data from multiple users. Our results demonstrate the feasibility of wireless sensor networks for real-time clinical monitoring.

Entities:  

Mesh:

Year:  2009        PMID: 20351831      PMCID: PMC2815421     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  5 in total

1.  Policies that drive the nursing practice of postoperative observations.

Authors:  Kathryn Zeitz; Helen McCutcheon
Journal:  Int J Nurs Stud       Date:  2002-11       Impact factor: 5.837

2.  Vital signs monitoring and patient tracking over a wireless network.

Authors:  Tia Gao; Dan Greenspan; Matt Welsh; Radford Juang; Alex Alm
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2005

3.  Utility of commonly captured data from an EHR to identify hospitalized patients at risk for clinical deterioration.

Authors:  Abel Kho; David Rotz; Kinan Alrahi; Wendy Cárdenas; Kristin Ramsey; David Liebovitz; Gary Noskin; Chuck Watts
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

Review 4.  The effect of a quantitative resuscitation strategy on mortality in patients with sepsis: a meta-analysis.

Authors:  Alan E Jones; Michael D Brown; Stephen Trzeciak; Nathan I Shapiro; John S Garrett; Alan C Heffner; Jeffrey A Kline
Journal:  Crit Care Med       Date:  2008-10       Impact factor: 7.598

5.  SMART--an integrated wireless system for monitoring unattended patients.

Authors:  Dorothy W Curtis; Esteban J Pino; Jacob M Bailey; Eugene I Shih; Jason Waterman; Staal A Vinterbo; Thomas O Stair; John V Guttag; Robert A Greenes; Lucila Ohno-Machado
Journal:  J Am Med Inform Assoc       Date:  2007-10-18       Impact factor: 4.497

  5 in total
  2 in total

1.  Toward a two-tier clinical warning system for hospitalized patients.

Authors:  Gregory Hackmann; Minmin Chen; Octav Chipara; Chenyang Lu; Yixin Chen; Marin Kollef; Thomas C Bailey
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

2.  Achieving reliable communication in dynamic emergency responses.

Authors:  Octav Chipara; Anders N Plymoth; Fang Liu; Ricky Huang; Brian Evans; Per Johansson; Ramesh Rao; William G Griswold
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22
  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.