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Non-invasive monitoring of vital signs using recliner chair and respiratory pattern analysis
(University of Missouri--Columbia, 2018)
In-home monitoring has the potential to help track health changes for older adults with chronic health conditions, thereby making early treatment possible when exacerbations arise. A recliner chair is often used by older ...
Advances in transfer learning methods based on computational intelligence
(University of Missouri--Columbia, 2020)
was manually evaluated using nursing visit reports from a homegrown electronic medical record (EMR) system. In this work, the transfer learning SVM approach outperformed three other methods, i.e., regular SVM, one-class SVM, and one-class kNN....