VidyaMedic: Smart Alert System For Continous Vital Sign Monitoring

The proposed smart system namely VidyaMedic utilizes continuous heart rate monitoring through sensors, with data transmission to the cloud via an IoT platform. Testing was conducted on a 40-year-old male participant who wore the Polar H10 heart rate monitor for 24 days. The heart rate profile captur...

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Bibliographic Details
Main Authors: Ikawati, Vidya, Prihatmanto, Ary Setijadi
Format: Conference Proceeding
Language:English
Subjects:
alerting mechanism
Biomedical monitoring
Circadian rhythm
Classification algorithms
EHR integration
Heart beat
Medical services
notification system
Sensor systems
smart sensors
wearable devices
Online Access:Request full text
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Summary:The proposed smart system namely VidyaMedic utilizes continuous heart rate monitoring through sensors, with data transmission to the cloud via an IoT platform. Testing was conducted on a 40-year-old male participant who wore the Polar H10 heart rate monitor for 24 days. The heart rate profile captures the circadian rhythm, the natural internal biological clock governing cardiovascular and behavioral processes over a 24-hour cycle, influencing morning, daytime, and nighttime activities. Health conditions can be assessed using an algorithm which calculates the running sum of standard deviation for heart rate data over this period. Initially, standard deviation is computed for each data point, quantifying data dispersion from the mean. Subsequently, the running sum of standard deviation enables the detection of significant changes over time, abrupt fluctuations indicate outliers or extreme values, potentially impacting overall standard deviation and signaling significant data changes. Deviations from the expected or previous standard deviation values, marked by a regression coefficient less than or greater than 1, may suggest cardiac abnormalities or heart rhythm disturbances.
ISSN:2155-6830
DOI:10.1109/ICEEI59426.2023.10346844