Abstract
medical industry. With recent technologies we are able to carry out remote
monitoring of physiological parameters in patients. This allows communication
between a patient and medical personnel using a smart-phone, which will collect,
analyze and transfer heart rate and oxygen saturation data for subsequent
review by a medical professional. Before any on-line analysis is performed on
the phone it is necessary to clarify the nature of the correlation between these
medical parameters. In the current thesis we establish connection between a
patient wearing a pulse-oxymeter and a smart-phone running Android and perform
continuous data collection. All measurements were done in consultation
with medical facility and involved real patients. This data is subsequently analyzed
using change point detection and anomaly detection algorithms in off-line
mode. Both techniques are complementary to each other and showed reliable
results which could be useful for a medical review.
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its cool