A Heart Rate Monitoring and Notification System Using Arduino Platform
Keywords:
heart rate, monitoring system, photoplethysmography, sensor, Arduino
Abstract
Heart rate measurements are widely used for various purposes that require an accurate and reliable method to measure it. The most common method used is by ECG, which is widely available and non-invasive. Another non-invasive, photoplethysmography (PPG) technology can also be used to measure blood pressure and oxygen saturation.
Downloads
Download data is not yet available.
References
[1]. Kasoju N., et al., Digital health: trends, opportunities and challenges in medical devices, pharma and bio-technology, CSIT, 11, p. 11-30, 2023.
[2]. Yan Y., et al., The Present Clinical Treatment and Future Emerging Interdisciplinary for Heart Failure: Where we are and What we can do, Intensive Care Res, 3, p. 3-11, 2023.
[3]. Russo A., et al., New advances in management and treatment of cardiac implantable electronic devices infections, Infection, 52, p. 323-336, 2024.
[4]. Sharma A., et al., Health care policy and regulatory implications on medical device innovations: a cardiac rhythm medical device industry perspective, J Interv Card Electrophysiol, 36, p. 107-117, 2013.
[5]. Lang M., Heart Rate Monitoring Apps: Information for Engineers and Researchers About the New European Medical Devices Regulation, JMIR Biomed Eng, 2(1), p. 1-5, 2017.
[6]. Arandia N., Embedded Sensor Systems in Medical Devices: Requisites and Challenges Ahead, Sensors, 22, (24), 9917, p. 1-28, 2022.
[7]. Khera R., et al., Transforming Cardiovascular Care with Artificial Intelligence: From Discovery to Practice: JACC State-ofthe-Art Review, JACC., 84, (1), p. 97-114, 2024.
[8]. McBeath K. C. C., et al., Digital Technologies to Support Better Outcome and Experience of Care in Patients with Heart Failure, Curr Heart Fail Rep, 19, p. 75-108, 2022.
[9]. Tettey F., et al., A Review of Biomedical Devices: Classification, Regulatory Guidelines, Human Factors, Software as a Medical Device, and Cybersecurity, Biomedical Materials & Devices, p. 1-27, 2023.
[10]. Mensah G. A., et al., Global Burden of Cardiovascular Diseases and Risks Collaborators. Global Burden of Cardiovascular Diseases and Risks, 1990-2022, J Am Coll Cardiol., 82, (25), p. 2350-2473, 2023.
[11]. Gaziano T. A, et al., Growing epidemic of coronary heart disease in low- and middle-income countries, Curr Probl Cardiol, 35, (2), p. 72-115, 2010.
[12]. Amini M., et al., Trend analysis of cardiovascular disease mortality, incidence, and mortality-to-incidence ratio: results from global burden of disease study 2017, BMC Public Health, 21, 401, p. 1-12, 2021.
[13]. Wurie H. R., Cappuccio F. P., Cardiovascular disease in low- and middle-income countries: an urgent priority, Ethn Health, 17, (6), p.543-550, 2012.
[14]. De Ridder B., et al., Smartphone Apps Using Photoplethysmography for Heart Rate Monitoring: Meta-Analysis, JMIR Cardio, 2, (1), p. 1-17, 2018.
[15]. Pipitprapat W., et al., The validation of smartphone applications for heart rate measurement, Annals of Medicine, 50, (8), p. 721-727, 2018.
[16]. Bae S., et al., Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms, Commun Med (Lond), 12, 2, 40, p. 1-11, 2022.
[17]. Ventola C. L., Mobile devices and apps for health care professionals: Uses and benefits, Pharm Ther., 39, (5), p. 356-364, 2014.
[18]. Dute D. J., et al., Using Mobile apps to promote a healthy lifestyle among adolescents and students: A review of the theoretical basis and lessons learned, JMIR mHealth uHealth, 4, (2), p. 1-15, 2016.
[19]. Coppetti T., et al., Accuracy of smartphone apps for heart rate measurement, European Journal of Preventive Cardiology, 24, (12), p. 1287-1293, 2017.
[20]. Garcia J., et al., Reviewing Mobile Apps to Control Heart Rate in Literature and Virtual Stores, Journal of Medical Systems, 43, p. 1-9, 2019.
[21]. Gregoski M. J., et al., Development and validation of a smartphone heart rate acquisition application for health promotion and wellness telehealth applications, Int J Telemed Appl., p. 1-7, 2012.
[22]. Kwon S., et al., Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone, Annu Int Conf Eng med. Biol. Soc., p. 2174-2177, 2012.
[23]. Sukaphat S., et al., Heart Rate Measurement on Android Platform, 13th Int Conf Electr Eng Comput Telecommun Inf Technol., p. 1-5, 2016.
[24]. Bolkhovsky J. B., et al., Statistical analysis of heart rate and heart rate variability monitoring through the use of smart phone cameras, Annu Int Conf Eng Med Biol Soc (EMBC), p. 1610-1613, 2012.
[25]. Lamonaca F., et al., Reliable pulse rate evaluation by smartphone, IEEE Symp Med Meas Appl Proc MeMeA., p. 234-237, 2012.
[26]. Papon M. T. I., et al., Noninvasive heart rate measuring smartphone applications using onboard cameras: A short survey, Proc Int Conf Netw Syst Secur NsysS, p. 1-6, 2015.
[27]. Allen J., Photoplethysmography and its application in clinical physiological measurement, Physiol. Meas., 28 R1, p. 1-40, 2007.
[28]. Galli A., et al., An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications, Sensors (Basel), 26, 22, (11), 2022.
[29]. Alugubelli N., et al., Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate Variability - What We Know and What Is Coming, Sensors, 22, 8903, p. 1-22, 2022.
[30]. Takahashi Y., et al., Accuracy of Heart Rate and Respiratory Rate Measurements Using Two Types of Wearable Devices, Prog Rehabil Med, 7, p. 1-8, 2022.
[31]. De Pinho Ferreira N., et al., A Review of Methods for Non-Invasive Heart Rate Measurement on Wrist, IRBM, 42, 1, p. 4-18, 2021.
[2]. Yan Y., et al., The Present Clinical Treatment and Future Emerging Interdisciplinary for Heart Failure: Where we are and What we can do, Intensive Care Res, 3, p. 3-11, 2023.
[3]. Russo A., et al., New advances in management and treatment of cardiac implantable electronic devices infections, Infection, 52, p. 323-336, 2024.
[4]. Sharma A., et al., Health care policy and regulatory implications on medical device innovations: a cardiac rhythm medical device industry perspective, J Interv Card Electrophysiol, 36, p. 107-117, 2013.
[5]. Lang M., Heart Rate Monitoring Apps: Information for Engineers and Researchers About the New European Medical Devices Regulation, JMIR Biomed Eng, 2(1), p. 1-5, 2017.
[6]. Arandia N., Embedded Sensor Systems in Medical Devices: Requisites and Challenges Ahead, Sensors, 22, (24), 9917, p. 1-28, 2022.
[7]. Khera R., et al., Transforming Cardiovascular Care with Artificial Intelligence: From Discovery to Practice: JACC State-ofthe-Art Review, JACC., 84, (1), p. 97-114, 2024.
[8]. McBeath K. C. C., et al., Digital Technologies to Support Better Outcome and Experience of Care in Patients with Heart Failure, Curr Heart Fail Rep, 19, p. 75-108, 2022.
[9]. Tettey F., et al., A Review of Biomedical Devices: Classification, Regulatory Guidelines, Human Factors, Software as a Medical Device, and Cybersecurity, Biomedical Materials & Devices, p. 1-27, 2023.
[10]. Mensah G. A., et al., Global Burden of Cardiovascular Diseases and Risks Collaborators. Global Burden of Cardiovascular Diseases and Risks, 1990-2022, J Am Coll Cardiol., 82, (25), p. 2350-2473, 2023.
[11]. Gaziano T. A, et al., Growing epidemic of coronary heart disease in low- and middle-income countries, Curr Probl Cardiol, 35, (2), p. 72-115, 2010.
[12]. Amini M., et al., Trend analysis of cardiovascular disease mortality, incidence, and mortality-to-incidence ratio: results from global burden of disease study 2017, BMC Public Health, 21, 401, p. 1-12, 2021.
[13]. Wurie H. R., Cappuccio F. P., Cardiovascular disease in low- and middle-income countries: an urgent priority, Ethn Health, 17, (6), p.543-550, 2012.
[14]. De Ridder B., et al., Smartphone Apps Using Photoplethysmography for Heart Rate Monitoring: Meta-Analysis, JMIR Cardio, 2, (1), p. 1-17, 2018.
[15]. Pipitprapat W., et al., The validation of smartphone applications for heart rate measurement, Annals of Medicine, 50, (8), p. 721-727, 2018.
[16]. Bae S., et al., Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms, Commun Med (Lond), 12, 2, 40, p. 1-11, 2022.
[17]. Ventola C. L., Mobile devices and apps for health care professionals: Uses and benefits, Pharm Ther., 39, (5), p. 356-364, 2014.
[18]. Dute D. J., et al., Using Mobile apps to promote a healthy lifestyle among adolescents and students: A review of the theoretical basis and lessons learned, JMIR mHealth uHealth, 4, (2), p. 1-15, 2016.
[19]. Coppetti T., et al., Accuracy of smartphone apps for heart rate measurement, European Journal of Preventive Cardiology, 24, (12), p. 1287-1293, 2017.
[20]. Garcia J., et al., Reviewing Mobile Apps to Control Heart Rate in Literature and Virtual Stores, Journal of Medical Systems, 43, p. 1-9, 2019.
[21]. Gregoski M. J., et al., Development and validation of a smartphone heart rate acquisition application for health promotion and wellness telehealth applications, Int J Telemed Appl., p. 1-7, 2012.
[22]. Kwon S., et al., Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone, Annu Int Conf Eng med. Biol. Soc., p. 2174-2177, 2012.
[23]. Sukaphat S., et al., Heart Rate Measurement on Android Platform, 13th Int Conf Electr Eng Comput Telecommun Inf Technol., p. 1-5, 2016.
[24]. Bolkhovsky J. B., et al., Statistical analysis of heart rate and heart rate variability monitoring through the use of smart phone cameras, Annu Int Conf Eng Med Biol Soc (EMBC), p. 1610-1613, 2012.
[25]. Lamonaca F., et al., Reliable pulse rate evaluation by smartphone, IEEE Symp Med Meas Appl Proc MeMeA., p. 234-237, 2012.
[26]. Papon M. T. I., et al., Noninvasive heart rate measuring smartphone applications using onboard cameras: A short survey, Proc Int Conf Netw Syst Secur NsysS, p. 1-6, 2015.
[27]. Allen J., Photoplethysmography and its application in clinical physiological measurement, Physiol. Meas., 28 R1, p. 1-40, 2007.
[28]. Galli A., et al., An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications, Sensors (Basel), 26, 22, (11), 2022.
[29]. Alugubelli N., et al., Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate Variability - What We Know and What Is Coming, Sensors, 22, 8903, p. 1-22, 2022.
[30]. Takahashi Y., et al., Accuracy of Heart Rate and Respiratory Rate Measurements Using Two Types of Wearable Devices, Prog Rehabil Med, 7, p. 1-8, 2022.
[31]. De Pinho Ferreira N., et al., A Review of Methods for Non-Invasive Heart Rate Measurement on Wrist, IRBM, 42, 1, p. 4-18, 2021.
Published
2024-06-15
How to Cite
1.
MOCANU A-M, MARIN M, MARIN F-B. A Heart Rate Monitoring and Notification System Using Arduino Platform. The Annals of “Dunarea de Jos” University of Galati. Fascicle IX, Metallurgy and Materials Science [Internet]. 15Jun.2024 [cited 17Apr.2025];47(2):23-7. Available from: https://gup.ugal.ro/ugaljournals/index.php/mms/article/view/7167
Issue
Section
Articles
