February 24, 2012 3:30 PM
Philip Polgreen, MD Iowa City, Iowa Age: 42 Years on Job: 6 |
Tracking Disease Through Technology
Sensor Motes
Roughly five of every 100 patients will acquire a bacterial infection in a hospital. To help decrease those odds, Polgreen designed sensors, or motes, to find what he calls a hospital's Kevin Bacons?people who are especially well-connected and thus more likely to spread contagion. Carried by healthcare staff, the motes report time-stamped location data to a base station every few seconds. Polgreen uses that data to build models showing how healthcare workers might spread infectious diseases.Social Media
After the H1N1 outbreak in 2009, Polgreen's team used data from the Centers for Disease Control to develop algorithms that mine Twitter, extracting keywords to determine which tweets were associated with more disease activity. The algorithms predicted flu levels geographically and in real time with an average error of only 0.28 percent from the CDC reported results, which are released one to two weeks after the fact. These algorithms may one day serve as an early warning system for distributing vaccines and mobilizing healthcare workers.Smartphone Apps
Less than 50 percent of healthcare workers practice adequate hand-washing hygiene. Hospitals typically hire independent monitors to shadow employees and track compliance on paper, but Polgreen and his colleagues saw another opportunity to use technology to solve a problem. They created iScrub, an app that human monitors use to input data. It minimizes entry errors, standardizes recording, and provides real-time feedback.lake malawi warren jeffs phaedra parks oklahoma earthquake current time earthquake today earthquake today
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