About: INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit

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About: INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

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type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit
Creator	Guo, Y Degeorgia, F Jacono, F Kaffashi, F Loparo, M
source	Elsevier; Medline; PMC
abstract	Modern intensive care units (ICU) are equipped with a variety of different medical devices to monitor the physiological status of patients. These devices can generate large amounts of multimodal data daily that include physiological waveform signals (arterial blood pressure, electrocardiogram, respiration), patient alarm messages, numeric vitals data, etc. In order to provide opportunities for increasingly improved patient care, it is necessary to develop an effective data acquisition and analysis system that can assist clinicians and provide decision support at the patient bedside. Previous research has discussed various data collection methods, but a comprehensive solution for bedside data acquisition to analysis has not been achieved. In this paper, we proposed a multimodal data acquisition and analysis system called INSMA, with the ability to acquire, store, process, and visualize multiple types of data from the Philips IntelliVue patient monitor. We also discuss how the acquired data can be used for patient state tracking. INSMA is being tested in the ICU at University Hospitals Cleveland Medical Center.
has issue date	2020-04-28(xsd:dateTime)
bibo:doi	10.1016/j.jbi.2020.103434
bibo:pmid	32360265
has license	no-cc
sha1sum (hex)	d0471960d90a7e3e6fe09abd808fa36a428461c3
schema:url	https://doi.org/10.1016/j.jbi.2020.103434
resource representing a document's title	INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit
has PubMed Central identifier	PMC7187847
has PubMed identifier	32360265
schema:publication	J Biomed Inform
resource representing a document's body	covid:d0471960d90a7e3e6fe09abd808fa36a428461c3#body_text
is schema:about of	named entity 'messages' named entity 'data acquisition' named entity 'data' named entity 'acquire' named entity 'care' »more»

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