Abstract

Background/Aim: The Pediatric Research using Integrated Sensor Monitoring Systems (PRISMS) program was launched by the US National Institute of Biomedical Imaging and Bioengineering to develop wearable, sensor-based, integrated health monitoring systems for measuring environmental (e.g., personal air pollution exposure), physiological, and behavioral factors in epidemiological studies of pediatric asthma. Continuous, real-time sensor data pose unique opportunities and challenges compared to typical environmental epidemiology data from cohort or panel studies. To extract meaningful information from heterogeneous sensors, a data integration framework and new statistical approaches that apply over large historical and streaming data are required. While many scientific questions are of interest, a common goal is to identify important triggers of asthma exacerbations. The aim of our study is to develop …

Date

September 24, 2017

Authors

Sandrah P Eckel, Huiyu Deng, Robert Urman, Rima Habre, John Morrison, W James Gauderman, Jose Luis Ambite, Yao-Yi Chiang, Dimitrios Stripelis, Frank D Gilliland

Journal

ISEE Conference Abstracts 29

Volume

2017

Issue

1

Pages

436