A wearable sensor system for medication adherence prediction
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- 作者：Haik Kalantariana ; kalantarian@cs.ucla.edu" class="auth_mail" title="E-mail the corresponding author ; Babak Motameda ; babakm@cs.ucla.edu" class="auth_mail" title="E-mail the corresponding author ; Nabil Alshurafab ; nabil@northwestern.edu" class="auth_mail" title="E-mail the corresponding author ; Majid Sarrafzadehc ; majid@cs.ucla.edu" class="auth_mail" title="E-mail the corresponding author
- 关键词：Pervasive computing ; Wearable devices ; Medication adherence ; Deglutition ; Piezoelectric sensor
- 刊名：Artificial Intelligence in Medicine
- 出版年：2016
- 出版时间：May 2016
- 年：2016
- 卷：69
- 期：Complete
- 页码：43-52
- 全文大小：1454 K
文摘
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We propose a wearable sensor system for detecting swallows.
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We collect data and evaluate the system's ability to detect medication using machine learning algorithms.
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We use a probabilistic model to improve classification accuracy based on timing information.