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Wearable Devices for Health Monitoring: Analyzing Trends in Heart Rate, Blood Pressure, and Physical Activity

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Wearable devices, such as smartwatches and fitness trackers, have gained significant attention for their role in real-time health monitoring. These devices provide continuous tracking of various physiological parameters, including heart rate, blood pressure, and physical activity, offering valuable insights into personal health trends. This study analyzes trends in these key health indicators over a one-month period, utilizing data collected from wearable devices. The findings indicate a strong positive correlation (r = 0.82) between physical activity levels and heart rate fluctuations, while systolic blood pressure variations show a moderate correlation (r = 0.35) with activity intensity. Additionally, the study establishes correlations between step count and cardiovascular indicators, demonstrating how wearable technology can contribute to better health management and early anomaly detection. The insights gained highlight the importance of leveraging wearable device data to enhance health monitoring, providing a foundation for further exploration in clinical applications and chronic disease management.

Original languageEnglish
Title of host publicationProceedings of the 2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages411-415
Number of pages5
ISBN (Electronic)9798331510992
DOIs
Publication statusPublished - 2025
Event2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025 - Tokyo, Japan
Duration: 19 Jul 202521 Jul 2025

Publication series

NameProceedings of the 2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025

Conference

Conference2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025
Country/TerritoryJapan
CityTokyo
Period19/07/2521/07/25

Keywords

  • Wearable devices
  • blood pressure
  • health monitoring
  • heart rate
  • physical activity

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