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Advances in medical infrared thermography
(University of Missouri--Columbia, 2022)
the most reliable diagnostic test for PAD. However, some limitations exist where ABI may give false normal values above 1.4 for patients with diabetes or chronic kidney disease with rigid and non-compressible arterial vessel walls. Additionally, ABI must...
Data-driven methods for analyzing ballistocardiograms in longitudinal cardiovascular monitoring
(University of Missouri--Columbia, 2019)
Cardiovascular disease (CVD) is the leading cause of death in the US; about 48% of American adults have one or more types of CVD. The importance of continuous monitoring of the older population, for early detection of ...
Temporal decision making using unsupervised learning
(University of Missouri--Columbia, 2021)
With the explosion of ubiquitous continuous sensing, on-line streaming clustering continues to attract attention. The requirements are that the streaming clustering algorithm recognize and adapt clusters as the data evolves, ...