Automated Cognitive Health Assessment Using Partially Complete Time Series Sensor Data.

Journal: Methods of information in medicine
Published Date:

Abstract

BACKGROUND: Behavior and health are inextricably linked. As a result, continuous wearable sensor data offer the potential to predict clinical measures. However, interruptions in the data collection occur, which create a need for strategic data imputation.

Authors

  • Brian L Thomas
  • Lawrence B Holder
    School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA 99164, USA.
  • Diane J Cook
    Washington State University, School of Electrical Engineering and Computer Science in Pullman.