United States : Xerox Grenoble Works to Make Hospitals Safer, More Efficient with Text Mining Advances.
During a day of demonstrations on Oct. 3 at XRCE for the international press and investment analysts, principal scientist Dr. Raja Bala explained how Xerox is protecting fragile, infection-prone premature infants by developing a system that constantly monitors their vital signs without making contact. Currently, the heart rate and other vital signs of newborns in an incubator are monitored by placing electrodes on their paper-thin skin or attaching sensors to an ear or fingertip. Bala s team has developed a system that trains an overhead video and thermal camera on the infant to obtain accurate pulse measurements, breathing and body temperature. Xerox applies patented methods that combine and analyze the video streams coming out of the two cameras to determine the baby s vital signs. The secret sauce is the image processing software that s where the real innovation comes in, said Bala. The system is currently being tested in a hospital in France, and Bala envisions it being deployed in a number of difficult medical environments.
XRCE is also deploying text and image mining techniques against hospital acquired infections (HAI), which affect five to 10 percent of patients in Europe. HAIs cause 50,000 deaths in Europe and 99,000 in the U.S. every year. Scientists at Xerox have been working with French medical researchers for four years to develop a system named ALADIN that can read and analyze medical records, and search for specific terms, sequences of facts, drug names and how they are linked to determine if a hospital patient may have contracted an infection. Because each patient s information is unique, the system must be able to sift through all of this data and place it in context to make the right call.
If ALADIN recognizes that a patient may be at risk, it alerts hospital staff so they can treat the infection quickly, and take measures to prevent it from spreading. In one test, ALADIN analyzed 815 patient records and accurately identified HAIs 87 percent of the time. XRCE is now developing a prototype for a French hospital that will run for one year and then be evaluated.
2012 Al Bawaba (Albawaba.com)
Provided by Syndigate.info an Albawaba.com company
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|Date:||Oct 13, 2012|
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