An animated multivariate visualization for physiological and clinical data in the ICU

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dc.contributor.authorOrdoñez, Patricia
dc.contributor.authordesJardins, Marie
dc.contributor.authorLombardi, Michael
dc.contributor.authorLehmann, Christoph U.
dc.contributor.authorFackler, Jim
dc.date.accessioned2025-06-05T14:03:29Z
dc.date.available2025-06-05T14:03:29Z
dc.date.issued2010-11-11
dc.descriptionACM International Health Informatics Symposium, IHI 2010, Arlington, VA, USA, November 11 - 12, 2010
dc.description.abstractCurrent visualizations of electronic medical data in the Intensive Care Unit (ICU) consist of stacked univariate plots of variables over time and a tabular display of the current numeric values for the corresponding variables and occasionally an alarm limit. The value of information is dependent upon knowledge of historic values to determine a change in state. With the ability to acquire more historic information, providers need more sophisticated visualization tools to assist them in analyzing the data in a multivariate fashion over time. We present a multivariate time series visualization that is interactive and animated, and has proven to be as effective as current methods in the ICU for predicting an episode of acute hypotension in terms of accuracy, confidence, and efficiency with only 30-60 minutes of training.
dc.description.urihttps://dl.acm.org/doi/10.1145/1882992.1883109
dc.format.extent9 pages
dc.genreconference papers and proceedings
dc.identifierdoi:10.13016/m2blny-kruk
dc.identifier.citationOrdóñez, Patricia, Marie desJardins, Michael Lombardi, Christoph U. Lehmann, and Jim Fackler. “An Animated Multivariate Visualization for Physiological and Clinical Data in the ICU.” In Proceedings of the 1st ACM International Health Informatics Symposium, 771–79. IHI ’10. New York, NY, USA: Association for Computing Machinery, 2010. https://doi.org/10.1145/1882992.1883109.
dc.identifier.urihttp://dx.doi.org/10.1145/1882992.1883109
dc.identifier.urihttp://hdl.handle.net/11603/38713
dc.language.isoen_US
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Information Systems Department
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department
dc.relation.ispartofUMBC Student Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjecttime series
dc.subjectLife and Medical Sciences
dc.subjectmultivariate
dc.subjectMedical Information Systems
dc.subjectinformation visualization
dc.subjectcomputational physiology
dc.titleAn animated multivariate visualization for physiological and clinical data in the ICU
dc.typeText

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