Check your heart health with Polar ECG Check application. Polar ECG Check application uses the POLAR H10 heart rate monitor to detect premature ectopic heartbeats at rest or during exercice. The application can also perform waves and segments analysis from the recorded ECG signal to detect certain cardiac conduction disorders. Finally, heart rate variability (HRV) analysis is available.
Beats occurring prematurely and outside the physiological heart rhythm are called extrasystoles. In most cases, extrasystoles are benign, especially in individuals with healthy hearts. They might cause sensations like palpitations or a feeling of a skipped beat, but they usually don't pose a significant health risk. However, frequent or persistent extrasystoles, particularly in people with underlying heart conditions, can be more concerning and may require medical evaluation.
Warning: This application is for educational purposes only and does not replace a medical diagnosis. The Polar H10 belt is not a medical device and the predictions given by this application could be wrong. If you think you are experiencing heart rhythm disturbances, please consult your doctor.
What are extrasystoles?
There are two types of extrasystoles:
Ventricular Extrasystoles (Ventricular Premature Beats):
Origin: These arise from the ventricles, which are the lower chambers of the heart.
Causes: They can be triggered by stress, caffeine, alcohol, or underlying heart conditions.
Symptoms: May cause a sensation of a skipped beat or fluttering in the chest. Often felt as palpitations.
Risk: Generally benign in a healthy heart but can be concerning if they are frequent or in the presence of heart disease.
Supraventricular Extrasystoles (Supraventricular Premature Beats):
Origin: These originate from the atria or the AV node, which are the upper chambers of the heart.
Causes: Similar triggers to VPBs, including stress, caffeine, and underlying heart issues.
Symptoms: Can also cause palpitations or a fluttering sensation. Sometimes less noticeable than VPBs.
Risk: Typically harmless in healthy individuals but warrant attention if they occur frequently or in individuals with heart conditions.
In most cases, extrasystoles are benign, especially in individuals with healthy hearts. Extrasystoles are common and can occur in people of all ages, even those with healthy hearts. However, in some cases, frequent extrasystoles can be a sign of an underlying heart condition. The number of extrasystoles that is considered "too many" varies depending on the individual and the specific type of extrasystole. In general, however, most doctors would consider more than a few extrasystoles per minute to be excessive.
Here are some possible interpretations of too many extrasystoles:
Benign extrasystoles: In many cases, frequent extrasystoles are simply a variation of normal heart rhythm and do not indicate any underlying heart disease.This is especially true if you are otherwise healthy and have no other symptoms.
Underlying heart condition: In some cases, frequent extrasystoles can be a sign of an underlying heart condition, such as coronary heart disease, heart failure or cardiomyopathy. These conditions can damage the heart muscle and make it more likely to have abnormal heartbeats.
Other medical conditions: In some cases, frequent extrasystoles can be caused by other medical conditions, such as electrolyte imbalances, thyroid problems, or sleep apnea.
Medications or substances: Certain medications or substances, such as caffeine, alcohol, and nicotine, can also trigger extrasystoles.
If you are experiencing frequent extrasystoles, it is important to see a doctor to get a diagnosis and determine the best course of treatment. Treatment for extrasystoles may not be necessary if they are benign and not causing any symptoms. However, if they are caused by an underlying heart condition or other medical condition, treatment will be necessary to address the underlying cause.
Here are some things you can do to help manage extrasystoles:
Reduce stress: Stress can trigger extrasystoles, so it is important to find ways to manage stress, such as through exercise, yoga, or meditation.
Avoid caffeine and alcohol: Caffeine and alcohol can also trigger extrasystoles, so it is best to avoid them or limit your intake.
Get enough sleep: Getting enough sleep is important for overall health and can also help to reduce extrasystoles.
Eat a healthy diet: Eating a healthy diet can help to improve heart health and may also help to reduce extrasystoles.
Talk to your doctor: If you are experiencing frequent extrasystoles, it is important to talk to your doctor to get a diagnosis and determine the best course of treatment.
The POLAR H10 bluetooth connection allows you to record in real time on your Android device, the electrocardiogram (ECG) as well as your heart rate and in the case of a physical exercice, the accelerometer sensor data from the POLAR H10.
The ECG signal is processed using a convolutional neural network to distinguish between normal beats and premature beats and to detect this type of cardiac arrhythmia. The neural network makes it possible to detect the RR intervals (time interval between two beats) in the signal corresponding to ectopic beats. This convolutional neural network also performs the morphological analysis of the signal. This analysis allows thanks to the use of a large public database (https://physionet.org/) to learn the shapes of beats corresponding to the two types of premature beats: Ventricular Premature Beat and Atrial Premature Beat. It should be noted that the model was validated using a part of the Physionet database completely independent from the part used to build the neural network. The detection of ventricular and supraventricular extrasystoles is done in real time in the application as well as heart rate monitoring.
Post processing of records:
In the process records page, you can choose an ECG recording on your device and perform a detailed analysis.
In this analysis, we find the number of atrial and ventricular extrasystoles detected, the total number of extrasystoles and an estimate of the number of extrasystoles per day by extrapolation.
For each type of extrasystoles, we indicate the number of couplets (two consecutive extrasystoles), triplets (three consecutive extrasystoles) and runs (more than 3 consecutive extrasystoles).
We specify the number of episodes and the duration of bigeminy (period of alternation between a normal beat and an extrasystole) and of trigeminy (period where every third beat is a premature ventricular contraction ).
Finally, we indicate whether the ventricular extrasystoles are uniform or multiform, with a plot showing the different forms detected.
Morphology of extrasystoles:
The identification of different forms of extrasystoles requires a good signal quality. It is best to moisten slightly the belt in order to improve signal quality. Some exercises can make it difficult to obtain a good quality signal. Therefore, to identify the different forms of extrasystoles, it may be preferable to make a recording at rest.
The interpretation of multiform extrasystoles is a bit complex and generally warrants a more thorough medical evaluation compared to uniform extrasystoles. "Multiform" means that the extra heartbeats originate from different locations within the heart. This is in contrast to uniform extrasystoles, which all appear to originate from the same spot. Multiform extrasystoles means that the extra beats have varying morphologies (shapes) on the ECG. This indicates that they are arising from multiple different foci within the atria (for supraventricular) or ventricles (for ventricular). The presence of multiple origins can sometimes suggest a more irritable or unstable myocardium (heart muscle). While multiform extrasystoles can sometimes be benign, they can also be associated with:
Increased myocardial irritability: The heart muscle may be more prone to generating ectopic beats.
Underlying heart disease: This is a more significant concern, as it could indicate structural or functional abnormalities in the heart.
Increased risk of more serious arrhythmias: In some cases, multiform ventricular extrasystoles may be associated with a higher risk of developing more dangerous ventricular arrhythmias like ventricular tachycardia or ventricular fibrillation.
Medications or substances: Certain medications or substances (like caffeine, alcohol, or some drugs) can sometimes contribute to multiform extrasystoles.
Electrolyte imbalances: Imbalances in electrolytes like potassium or magnesium can also trigger these.
Multiform Supraventricular Extrasystoles : These are generally less concerning than multiform ventricular extrasystoles, but they still warrant investigation to rule out underlying atrial issues or other contributing factors.
Multiform Ventricular Extrasystoles : These are generally considered more concerning than uniform ventricular extrasystoles and are a stronger indicator for a more thorough cardiac evaluation. The presence of multiform ventricular extrasystoles often suggests a more irritable ventricle and a potentially higher risk.
Couplets, triplets and runs ("burst"):
The presence of couplets, triplets, or runs of extrasystoles on an ECG is a significant finding and generally warrants a more thorough medical evaluation. These patterns indicate a higher degree of electrical instability in the heart compared to isolated extrasystoles. Couplets are two consecutive extrasystoles, triplets three consecutive extrasystoles and runs more than three consecutive extrasystoles, sometimes also referred to as a "burst".
These patterns, especially triplets and runs, suggest a higher likelihood of developing more sustained and potentially dangerous arrhythmias. This is particularly concerning with ventricular extrasystoles, as runs of ventricular extrasystoles can degenerate into ventricular tachycardia or ventricular fibrillation, which are life-threatening arrhythmias.
The presence of couplets, triplets, or runs can be indicative of underlying heart conditions, such as coronary artery disease, cardiomyopathies, heart failure, myocardial ischemia (reduced blood flow to the heart muscle), electrolyte imbalances or drug toxicity.
Ventricular couplets, triplets, and runs: these are generally more concerning than their supraventricular counterparts. They can indicate a more unstable ventricular myocardium and a higher risk of serious ventricular arrhythmias.
Supraventricular couplets, triplets, and runs: while generally less life-threatening, they can still cause significant symptoms and may indicate underlying atrial issues like atrial fibrillation or atrial flutter.
Longer runs are more likely to cause palpitations, dizziness, lightheadedness, or even syncope (fainting).
The detection of couplets, triplets, or runs of extrasystoles, especially ventricular, requires prompt medical evaluation. The doctor will assess the overall risk based on the type, frequency, and duration of the extrasystoles, as well as the presence of any underlying heart conditions.
Waves, intervals and segment analysis:
Additional analysis of segment and intervals on the ECG has been integrated to the application using the Neurokit2 software (Makowski, D., Pham, T., Lau, Z. J., Brammer, J. C., Lespinasse, F., Pham, H., Schölzel, C., & Chen, S. A. (2021). NeuroKit2: A Python toolbox for neurophysiological signal processing. Behavior Research Methods, 53(4), 1689-1696. https://doi.org/10.3758/s13428-020-01516-y).
Interpretation of Waves/Segments/intervals:
Here are the main waves, segments and intervals typically observed in an ECG:
The QRS complex represents ventricular depolarization. The normal duration of the QRS complex is less than 0.12 seconds. This duration can, however, decrease during physical exercise. It will increase when the electrical impulse takes longer to pass through the ventricle. A widened QRS occurs in the case of bundle branch block (left or right), an anomaly linked to a delay in intraventricular conduction (hyperkalemia, side effects of certain medications) and during certain ventricular arrhythmias such as ventricular extrasystole or ventricular tachicardia.
The PR interval represents the time that it takes for the electrical impulse to travel through the atria to the ventricles. The normal PR interval is 0.12 to 0.22 seconds. When the conduction of the electrical impulse is reduced, usually due to slow conduction through the atrioventricular node, the length of the PR interval increases. When the PR duration exceeds 0.22s, a first degree AV block is present. The causes of first degree heart block can be an increased vagal tone, myocardial ischemia, degenerative fibrosis related to age, and some medications (beta-blockers, calcium channel blockers, digoxin, amiodarone). When the PR interval is shortened, it means there is and additional pathway other than the atrioventricular node. Pre-excitation syndromes like Wolff-Parkinson-White syndrome or Lown-Ganong-Levine syndrome should be suspected. The duration of the PR interval tends to decrease during exercise.
The P wave represents atrial depolarisation of right atrium and then left atrium in chronological order. The normal duration of the P wave is less than 0.12 seconds and its amplitude should be less than 0.25 mV. Peaked P waves (> 0.25 mV) occurs when the right atrial depolarisation last longer (right atrial enlargement). In that case the combination of the right and left waves results in a higher peak. When the left atrial depolarization last longer (left atrial enlargment), it results in a waveform larger than normal. The common abnormalities are called: P mitrale when we observe a large and bifid P wave due to left atrial enlargement often caused by mitral stenosis, P pulmonale in the case of high amplitude P wave due to right atrial enlargement usually caused by pulmonary hypertension, Inverted P wave when the electric impulse is generated outside of the sinoatrial node.
The duration of the P wave tends to increase during exercise.
The ST segment normally represents an electrically neutral area between ventricular depolarization (QRS complex) and repolarization (T wave) and should be flat on the ECG. The beginning of the ST segment is called the J point. Any displacement of the ST segment above or below baseline (the reference being the PR segment) is often measured at the J point. However it must be noted that during exercise, the J point is often depressed with an upsloping ST segment. For that reason it is recommended that during exercise, the measurement should be done at J-60 or J-80 points which are located respectively at 60ms and 80 ms (ST80) after the J point. A displacement (elevation or depression) is considered as normal between -0.1mV and +0.1mV. There are many causes for ST segment elevation including myocardial infarction, pericarditis, left ventricular hypertrophy and benign early repolarization. The causes for ST segment depression include myocardial ischemia, hypokalaemia and left ventricular hypertrophy.
The T wave is located after the QRS complex. It represents ventricular repolarisation. The T wave amplitude should not exceed 1mV and should be positive. T waves which are high and narrow are observed in hyperkalaemia. Inverted T waves (negative) occur for example in myocardial ischaemia and infarction, bundle branch block and ventricular hypertrophy but are normal in children and adolescents. The T wave amplitude may increase during exercise.
The QT interval represents the total duration of ventricular depolarization and ventricular repolarization. The normal duration of the QT interval should be less than 0.45 s. The QT interval shortens at faster heart rates and lengthens at slower heart rates. Common causes of a prolonged QT (>450ms) are hypokalaemia, hypomagnesaemia, hypocalcaemia, hypothermia, myocardial ischemia and some drugs (antiarrhythmic, antidepressants and antibiotics). The duration of the QT interval tends to decrease during exercise.
The R wave is located after the P wave and represents early ventricular depolarisation. R wave is the largest wave but its amplitude should be less than 2mV. High amplitude R wave may be due to ventricular hypertrophy.
Heart rate variabilty (HRV) analysis is also available. Heart Rate Variability measures the time variation between consecutive heartbeats, reflecting the balance between the sympathetic and parasympathetic nervous systems. A higher HRV indicates a well-functioning autonomic nervous system, signifying better cardiovascular fitness and resilience. In contrast, a lower HRV suggests stress, fatigue, or potential health issues. Athletes often track HRV to monitor their training and recovery. A higher HRV typically indicates better cardiovascular fitness and adaptability. HRV can help gauge stress levels and overall recovery. Lower HRV can suggest that the body is under stress, while higher HRV indicates good recovery and relaxation.
Different metrics can be used to measure HRV:
RMSSD focuses on the variability in the time intervals between heartbeats over short periods, typically ranging from a few minutes to an hour. It is a good indicator of parasympathetic nervous system activity, which helps regulate heart rate during rest and relaxation. Normal RMSSD Values range from 27 to 72 ms.
SDNN (Standard Deviation of NN intervals) measures the standard deviation of the time intervals between normal heartbeats (NN intervals). SDNN is typically measured over longer periods, such as 24 hours, making it useful for assessing overall HRV and autonomic nervous system function over time. SDNN is considered a good indicator of general cardiovascular health and autonomic nervous system balance. For healthy adults, normal SDNN values typically range from 141 ± 39 ms for a 24-hour period.
PNN50. NN50 refers to the number of pairs of successive NN (normal-to-normal) intervals that differ by more than 50 milliseconds. PNN50 is the percentage of these NN50 intervals out of the total number of NN intervals over a specific period . PNN50 focuses on short-term variations in heart rate, providing insights into the immediate autonomic nervous system response. Typically, PNN50 values range from 20% to 50% for healthy adults.
Heart Rate Recovery (HRR) is a measure of how quickly your heart rate returns to its resting rate after exercise. It's calculated by taking the difference between your peak heart rate during exercise and your heart rate one minute after stopping. HRR is a strong indicator of cardiovascular health. A faster recovery rate generally suggests better heart health and fitness levels. Normal values for Heart Rate Recovery (HRR) can vary based on factors like age, fitness level, and overall health. Typically, elite athletes have a 1-minute HRR of 30-40 beats per minute (bpm) or more, reflecting excellent cardiovascular fitness. For the general population, a 1-minute HRR of 12-20 bpm is considered average for active adults.
Distribution of extrasystoles according to activity:
Extrasystoles at rest refer to premature heartbeats that occur when you're not engaged in physical activity. These can be felt as skipped or extra heartbeats and are often benign, especially in healthy individuals. However, they can sometimes indicate underlying heart conditions or be triggered by factors like stress, fatigue, or electrolyte imbalances.
When they happen during exercise, they can be a normal response to physical stress, especially in athletes, but they can also indicate underlying heart conditions. It's important to consult a healthcare professional if you experience frequent extrasystoles during exercise, as they can help determine the cause and appropriate management. When extrasystoles happen at rest and disappear during exercice, they are usually benign and due to stress conditions.
When they happen during recovery after exercise, it can be a sign of several things:
Normal Physiological Response: In some cases, extrasystoles during recovery can be a normal response to the stress of exercise, especially in well-trained athletes.
Underlying Heart Condition: They can also indicate an underlying heart condition, such as cardiomyopathy or coronary artery disease.
Increased Risk of Cardiovascular Events: Studies have shown that frequent and complex extrasystoles during recovery can be associated with an increased risk of cardiovascular mortality, especially in asymptomatic individuals.
Heart Rate Zones:
Heart rate zones are ranges of heartbeats per minute (bpm) that correspond to different intensity levels of exercise. These zones help you understand how hard you're working during physical activity and can guide your training for specific goals. Here are the main heart rate zones:
Very Light Zone (50-60% of Maximum Heart Rate):
Light activity, ideal for warming up and cooling down. Improves overall health and aids in recovery.
Endurance Zone (60-70% of Maximum Heart Rate):
Moderate activity, great for burning fat. Improves cardiovascular endurance and burns a higher percentage of calories from fat.
Aerobic Zone (70-80% of Maximum Heart Rate):
Sustained moderate-to-high activity, ideal for improving cardiovascular and respiratory endurance. Enhances aerobic capacity, builds endurance, and improves heart and lung function.
Anaerobic Zone (80-90% of Maximum Heart Rate):
High-intensity activity, ideal for improving peak performance and increasing lactate threshold. Builds muscle strength and power, increases speed and anaerobic capacity.
VO2 Max Zone (90-100% of Maximum Heart Rate):
Maximum effort, typically not sustained for long periods. Pushes your limits, improves overall performance and anaerobic capacity.
Estimation of calories burned:
Calories burned by activity type:
The calories burned during an activity are function of the exercice type and duration, the Basal Metabolic Rate (BMR) and the Equivalent Metabolic of Task (MET).
Basal Metabolic Rate (BMR) refers to the number of calories your body needs to maintain basic physiological functions while at rest. These functions include breathing, circulating blood, regulating body temperature, cell growth, and brain and nerve function.
BMR is influenced by several factors:
Age: BMR generally decreases with age.
Sex: Men typically have a higher BMR than women due to higher muscle mass.
Weight and Height: Larger bodies have higher BMRs because they require more energy.
Body Composition: Muscle tissue burns more calories than fat tissue.
To estimate the BMR, we use the Harris-Benedict equation:
For men:
BMR=66 + (13.75×weight in kg)+(5×height in cm)−(6.76×age in years)
For women:
BMR=655 +(9.56×weight in kg)+(1.85×height in cm)−(4.68×age in years)
A Metabolic Equivalent of Task (MET) is a unit that measures the amount of energy expended during physical activities. It provides a standardized way to quantify the intensity of different exercises and activities by comparing them to the energy expenditure at rest. 1 MET represents the energy expended at rest. For exemple, If you engage in an activity that has a MET value of 6, you are expending six times the energy that you would while at rest. To calculate the calories burned during a physical activity, we use the following formula that involves BMR and MET:
Calories burned = BMR × MET /24 × duration in hours
Calories burned using mean heart rate:
We utilize the following formulas to calculate calories burned according to heart rate (Note that those formulas are valid for heart rates between 90 and 150 bpm):
For women:
Calories burned = Duration(minutes) × (0.4472×Average Heart Rate - 0.1263×weight in kg + 0.074×age in years - 20.4022) / 4.184
For men:
Calories burned = Duration(minutes) × (0.6309×Average Heart Rate + 0.1988×weight in kg + 0.2017×age in years - 55.0969) / 4.184
To calculate weight loss, knowing that one kg of body fat corresponds to 7700 calories, we assume that weight loss is proportional to the calories spent.
The sensor accelerometer of the POLAR H10 makes it possible to calculate the number of foot steps or strides during a walk or a run. The application allows you to calculate an approximate distance traveled as well as an average speed. The user gives a time interval which defines the frequency of the ECG signal processing and POLAR H10 Extra will give periodically voice indications on the number and type of abnormal beats detected, the average, maximum and instantaneous heart rate, as well as in the case of a physical exercice, the number of steps, the approximate distance covered the speed and the cadence.
It is possible to perform an analysis of the ECG signal from the beginning at any time. There is no time limit in using the application which can run for hours in the background allowing continuous monitoring of your heartbeats.
History of records:
It is also possible to analyze ECG signals already stored on your device. These are saved in real time in the Documents folder of the Android device.
The recordings are listed in chronological order. To start analyzing a recording, simply click on the corresponding date in the table. By clicking on a variable on the first line, we obtain a graph representing the history of the variable.
The results of the ECG analysis can be exported as PDF files.