Anomaly detection at wireless body area network coordinators for telemedicine
With the advancement of wireless body area network (WBAN), one can easily observe the patient‟s wellbeing through a personal mobile device. WBAN is used in non- invasive patient monitoring, smart e-prescription management, and ambulatory tracking. Abnormalities in patient if observed at a later stag...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | With the advancement of wireless body area network (WBAN), one can easily observe the patient‟s wellbeing through a personal mobile device. WBAN is used in non- invasive patient monitoring, smart e-prescription management, and ambulatory tracking. Abnormalities in patient if observed at a later stage is very crucial to handle. Many times, it will be very difficult to diagnose the condition of the patient. Telemedicine helps to find the sudden unexpected onset of a health condition requiring immediate medical treatment. Anomaly detection is done for finding the outlier data; in addition, using correlation, the relation between the bloodpressure and cholesterol with respect tothe age of the patient is calculated; then using multivariate regression, the predicted values for blood pressure and cholesterol are found. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0247138 |