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  1. Most Important Outcomes Research Papers on Cardiovascular Disease in

    research papers on heart rate

  2. (PDF) Heart Disease Prediction using Machine Learning and Data Mining

    research papers on heart rate

  3. ⭐ Heart rate research paper. Heart rate measurement and electrical

    research papers on heart rate

  4. (PDF) Heart rate monitoring: applications and limitations

    research papers on heart rate

  5. MMSE-HR Benchmark (Photoplethysmography (PPG) heart rate estimation

    research papers on heart rate

  6. (PDF) Prediction of Heart Disease Using Machine Learning Algorithms

    research papers on heart rate

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COMMENTS

  1. Real-world heart rate norms in the Health eHeart study

    A total of 66,788 Health eHeart Study participants contributed 3,144,332 HR-PPG measurements. The mean real-world HR was 79.1 bpm ± 14.5. The 95th percentile of real-world HR was ≤110 in individuals aged 18-45, ≤100 in those aged 45-60 and ≤95 bpm in individuals older than 60 years old. In multivariable linear regression, the number ...

  2. Analysis of Heart Rate Variability and Implication of Different Factors

    Conclusion. The heart plays a vital role in the human body and the well-functioning of the cardiac system is the need for a healthy life. The heart contains its nervous system termed as neurocardio system in which ANS plays a key role in which the sympathetic and parasympathetic systems interplay to regulate HRV.

  3. Effects of Exercise on the Resting Heart Rate: A Systematic Review and

    A systematic literature research was conducted in six databases for the identification of controlled trials dealing with the effects of exercise or sports on the RHR in healthy subjects was performed. ... a decrease in heart rate at quiet condition was found after tai chi exercise in healthy adults as shown in the meta-analysis of Zheng, Li ...

  4. Exercise and the Cardiovascular System

    Reduced heart rate response to submaximal exercise: Increased skeletal muscle function: Improved endothelial function: ... In May 2015, the average time from submission to first decision for all original research papers submitted to Circulation Research was 15.49 days. Correspondence to Carl J. Lavie, MD, Exercise Laboratories, John Ochsner ...

  5. Estimation of cardiorespiratory fitness using heart rate and ...

    Heart rate is frequently used to estimate cardiovascular strain during exercise 15. A lower heart rate at a given workload is associated with higher cardiorespiratory fitness 16. Previous research ...

  6. Inter- and intraindividual variability in daily resting heart rate and

    Introduction. Measuring an individual's heart rate is a routine part of a clinical examination. Reference ranges for what is considered a "normal" heart rate have been established based on single determinations in artificial settings, such as the US National Health and Nutrition Examination Survey [].These population ranges are rarely a helpful measure of individual health, as heart ...

  7. An Overview of Heart Rate Variability Metrics and Norms

    Heart rate is the number of heartbeats per minute. Heart rate variability (HRV) is the fluctuation in the time intervals between adjacent heartbeats (1). HRV indexes neurocardiac function and is generated by heart-brain interactions and dynamic non-linear autonomic nervous system (ANS) processes.

  8. Study of heart rate recovery and cardiovascular autonomic ...

    Heart rate variability (HRV), blood pressure variability (BPV), and baroreflex sensitivity (BRS) provide important information on cardiovascular autonomic control. However, little is known about ...

  9. Smart wearable devices in cardiovascular care: where we are ...

    For example, the Apple Heart Study sparked a debate on how a small false-positive rate can increase downstream medical testing and costs if screening is applied to the entire general population.

  10. Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate

    Heart rate at rest and exercise may predict cardiovascular risk. Heart rate variability is a measure of variation in time between each heartbeat, representing the balance between the parasympathetic and sympathetic nervous system and may predict adverse cardiovascular events. With advances in technology and increasing commercial interest, the scope of remote monitoring health systems has expanded.

  11. Remote photoplethysmography for heart rate measurement: A review

    However, comprehensive review papers in this field are scarce. Consequently, this paper aims to provide a comprehensive overview centered around rPPG methods employed for the purpose of heart rate measurement. ... Finally, this paper discusses the current research barriers in rPPG methods, as well as the latest practical applications and ...

  12. Cardiovascular Effects and Benefits of Exercise

    Abstract. It is widely accepted that regular physical activity is beneficial for cardiovascular health. Frequent exercise is robustly associated with a decrease in cardiovascular mortality as well as the risk of developing cardiovascular disease. Physically active individuals have lower blood pressure, higher insulin sensitivity, and a more ...

  13. State-of-the-Art of Stress Prediction from Heart Rate ...

    The heart rate (HR) is defined as the number of heartbeats per minute. The discrepancy in the time intervals between consecutive heartbeats (interbeat intervals (IBIs)) is considered heart rate variability (HRV). ... We presented the number of research papers on stress prediction using AI approaches that occurred between 2016 and 2021.

  14. Impact of Exercise on Heart Rate Recovery

    Background—Abnormal heart rate recovery (HRR) has been shown to predict mortality. Although small studies have found that HRR can be improved with cardiac rehabilitation, it is unknown whether an improvement would affect mortality. The aim of this study was to determine whether HRR could be improved with cardiac rehabilitation and whether it would be predictive of mortality. Methods and ...

  15. Independent effect of physical activity and resting heart rate on the

    Physical activity, resting heart rate, and atrial fibrillation: the Tromsø Study. European heart journal 37, 2307-2313 (2016). Article Google Scholar Brunetti, N. D. et al. Incidence of atrial ...

  16. (PDF) HEART RATE MONITORING SYSTEM

    Heart Rate can be monitored in two ways: one way is to manually check the pulse either at wrists or neck and the other way is to use a Heartbeat Sensor. ... This paper reviews recent developments ...

  17. Deep Learning Methods for Remote Heart Rate Measurement: A ...

    Human vital signs, such as heart rate (HR), body temperature (BT), respiratory rate (RR), blood oxygen saturation (SpO2), heart rate variability (HRV), and blood pressure (BP), are common indicators used for monitoring the physiological status of the human body [1,2,3,4].They can be used to estimate and analyze a person's physical health, detect possible diseases, and monitor recovery.

  18. Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate

    The heart rate trends between 45-94 bpm, with longer and shorter cycle length variations due to diurnal changes and variable activity levels. Valid data was collected during 95% of the monitoring interval, the rest was rejected due to inadequate signals. Heart rate variability parameters are automatically calculated.

  19. Detecting Congestive Heart Failure by Extracting Multimodal Features

    2.1. Dataset. The RR interval time series data were taken from the Physionet databases [].The fluctuations in the cardiac interbeat interval (RR interval) time series data of normal sinus rhythm (NSR) subjects, congestive heart failure (CHF) subjects, and atrial fibrillation (AF) subjects were studied [].The data of NSR subjects were taken from 24-hour Holter monitor recordings of 72 subjects ...

  20. Caffeine affects autonomic control of heart rate and blood pressure

    Heart rate variability indices and cardiorespiratory parameters were determined at different times during the protocols. The RMSSD and SD1 indices recovered faster in placebo (p < 0.05). The systolic blood pressure differences were found from the 1st to the 5th minute of recovery with the caffeine protocol and from the 1st and 3rd minute with ...

  21. The Association of Sleep Duration and Quality with Heart Rate

    Mean age (SD) was 38.5 (13.3) years and mean BMI was 25 (4.6) Kg/m 2. Mean sleep duration among participants was 6.1 (1.7) hours a day. 105 of the participants had poor quality sleep. Mean heart rate was 85.1 in females and 79.2 in males. Systolic and diastolic BP was not significantly different among males and females.