Title :
An experimental platform for interpreting open-source health data though integration with dynamic disease models and geoplots
Author :
Eliot Rich;David F. Andersen;William Augustine;Felipe Cronemberger;Katrina Hull;Luis Luna-Reyes;Roderick MacDonald;Mahdi Najafabadi;Smita Sharma;Carson Tao;James P. Houghton;Jack Homer; Xu Jianping
Author_Institution :
University at Albany, State University of New York, USA
Abstract :
We report our work in progress to create an experimental decision support architecture for evidence-based health policy planning employing open data records. It combines a population-level disease control and prevention simulation with de-identified data for patients hospitalized with diabetes in Albany County, New York, USA over a period of years. The geo-coding associated with this combined dataset is visualized through dynamic plots of neighborhood hot-spots over multiple years. This multi-model approach provides a novel tool for reflecting on historical data, policy choices and possible long-term outcomes in numeric and geo-space.
Keywords :
"Data models","Diseases","Diabetes","Sociology","Statistics","Planning","Open source software"
Conference_Titel :
E-health Networking, Application & Services (HealthCom), 2015 17th International Conference on
DOI :
10.1109/HealthCom.2015.7454480