TY - JOUR
T1 - Wireless sensing systems in clinical environments
T2 - Improving the efficiency of the patient monitoring process
AU - Ko, Jeong Gil
AU - Gao, Tia
AU - Rothman, Richard
AU - Terzis, Andreas
N1 - Funding Information:
Andreas Terzis received his Ph.D. degree in computer science from the University of California at Los Angeles. He is an assistant professor in the Department of Computer Science at Johns Hopkins University, where he leads the HiNRG Group. He is a recipi-ent of the National Science Foundation (NSF) CAREER award. His research interests include the broad area of WSNs, including protocol design, system support, and data management.
PY - 2010/3
Y1 - 2010/3
N2 - Multiple studies suggest that the level of patient care may decline in the future because of a larger aging population and medical staff shortages. Wireless sensing systems that automate some of the patient monitoring tasks can potentially improve the efficiency of patient workflows, but their efficacy in clinical settings is an open question. In this article, we introduce the challenges that such wireless sensing systems must overcome and provide insights on the techniques and features that system designers should consider for successful deployments in clinical settings. We do so through MEDiSN, a wireless sensor network (WSN) designed to continuously monitor the vital signs of ambulatory patients. We validate the usefulness of MEDiSN with test bed experiments and results from a pilot study performed at the Emergency Department, Johns Hopkins Hospital. Promising results indicate that MEDiSN can tolerate high degrees of human mobility, is well received by patients and staff members, and performs well in real clinical environments. We leverage our experience from this hospital pilot study to outline outstanding issues and argue about the steps necessary to bring wireless sensing applications to commercial use.
AB - Multiple studies suggest that the level of patient care may decline in the future because of a larger aging population and medical staff shortages. Wireless sensing systems that automate some of the patient monitoring tasks can potentially improve the efficiency of patient workflows, but their efficacy in clinical settings is an open question. In this article, we introduce the challenges that such wireless sensing systems must overcome and provide insights on the techniques and features that system designers should consider for successful deployments in clinical settings. We do so through MEDiSN, a wireless sensor network (WSN) designed to continuously monitor the vital signs of ambulatory patients. We validate the usefulness of MEDiSN with test bed experiments and results from a pilot study performed at the Emergency Department, Johns Hopkins Hospital. Promising results indicate that MEDiSN can tolerate high degrees of human mobility, is well received by patients and staff members, and performs well in real clinical environments. We leverage our experience from this hospital pilot study to outline outstanding issues and argue about the steps necessary to bring wireless sensing applications to commercial use.
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U2 - 10.1109/MEMB.2009.935713
DO - 10.1109/MEMB.2009.935713
M3 - Article
C2 - 20659847
AN - SCOPUS:77949897479
SN - 0739-5175
VL - 29
SP - 103
EP - 109
JO - IEEE Engineering in Medicine and Biology Magazine
JF - IEEE Engineering in Medicine and Biology Magazine
IS - 2
M1 - 5431935
ER -