id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-299254-kqpnwkg5	Sun, Yingcheng	INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit	2020-04-28		.txt	text/plain	4608	210	41	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. Enormous volumes of multimodal physiological data are generated including physiological waveform signals, patient monitoring alarm messages, and numerics and if acquired, synchronized and analyzed, this data can been effectively used to support clinical decision-making at the bedside [10, 18] . We have been working on building the Integrated Medical Environment (tIME) [10] to address this critical opportunity and in this paper, we discuss an integrated system (INSMA) that supports multimodal data acquisition, parsing, real-time data analysis and visualization in the ICU. Advances in informatics, whether through data acquisition, physiologic alarm detection, or signal analysis and visualization for decision support have the potential to markedly improve patient treatment in ICUs. Clinical monitors have the ability to collect and visualize important numerics or waveforms, but more work is needed to interface to the monitors and acquire and synchronize multimodal physiological data across a diverse set of clinical devices.	./cache/cord-299254-kqpnwkg5.txt	./txt/cord-299254-kqpnwkg5.txt