Title :
A Real-Time Multi-dimensional Visualization Framework for Critical and Complex Environments
Author :
Kamaleswaran, Rishikesan ; McGregor, Carolyn
Author_Institution :
Fac. of Bus. & Inf. Technol., Univ. of Ontario, Oshawa, ON, Canada
Abstract :
The critical care environment is a complex and critical environment, containing numerous body sensors attached to critically ill patients and producing continuous streams of physiological data. In conjunction, human-generated clinical data are produced by clinicians providing care for those patients. Currently, physiological information is displayed in a limited univariate method, inherited from conventional practices of biomedical engineering firms who design and manufacture these medical devices. However, the method in which this information is displayed was developed with limited consideration from user-centered design practices, and largely excludes influential relationship to their underlying medical knowledge and experience. Moreover, these univariate displays have limited abilities to project trends. This paper proposes a framework for displaying multi-dimensional and complex data to users in the critical care environment. We present a case study of neonatal intensive care, a form of critical care for premature and ill term infants to illustrate the framework´s practical impact.
Keywords :
biomedical equipment; body sensor networks; data visualisation; health care; physiology; user centred design; biomedical engineering firms; body sensors; complex environments; critical care environment; human-generated clinical data; ill term infants; medical devices; neonatal intensive care; physiological data streams; physiological information; premature infants; real-time multidimensional visualization framework; univariate displays; univariate method; user-centered design practices; Authentication; Biomedical monitoring; Data visualization; Pediatrics; Physiology; Real-time systems; Visualization; CDSS; big data processing; big data visualization; critical care; real-time; visualization;
Conference_Titel :
Computer-Based Medical Systems (CBMS), 2014 IEEE 27th International Symposium on
Conference_Location :
New York, NY
DOI :
10.1109/CBMS.2014.23