A wearable sensor system for medication adherence prediction

作者：

Highlights：

• We propose a wearable sensor system for detecting swallows.

• We collect data and evaluate the system's ability to detect medication using machine learning algorithms.

• We use a probabilistic model to improve classification accuracy based on timing information.

摘要

Highlights•We propose a wearable sensor system for detecting swallows.•We collect data and evaluate the system's ability to detect medication using machine learning algorithms.•We use a probabilistic model to improve classification accuracy based on timing information.

论文关键词：Pervasive computing,Wearable devices,Medication adherence,Deglutition,Piezoelectric sensor

论文评审过程：Received 28 October 2015, Revised 19 March 2016, Accepted 23 March 2016, Available online 28 March 2016, Version of Record 25 May 2016.

论文官网地址：https://doi.org/10.1016/j.artmed.2016.03.004