What Is an Arrhythmia? An arrhythmia, or irregular heartbeat, is a problem with the rate or rhythm of your heartbeat. Your heart may beat too quickly, too slowly, or with an irregular rhythm. It is normal for your heart rate to speed up during physical activity and to slow down while resting or sleeping. It is also normal to feel as if your heart skips a beat occasionally. But a frequent irregular rhythm may mean that your heart is not pumping enough blood to your body. You may feel dizzy, faint, or have other symptoms. Arrhythmias are treatable with medicine or procedures to control the irregular rhythms. If not treated, arrhythmias can damage the heart, brain, or other organs. This can lead to life-threatening stroke, heart failure, or cardiac arrest. During cardiac arrest, the heart suddenly and unexpectedly stops beating, causing death if it is not treated within minutes. If you have been diagnosed with an arrhythmia, your doctor may t...
The selected features are the following: mean, max value, root mean square, square root mean, standard deviation, variance, shape factor (with RMS), shape factor (with SRM), crest factor, latitude factor, impulse factor, skewness, kurtosis, normalized 5th central moment, normalized 6th central moment Mathematical Expressions These features are used on each observation of the ECG dataset. Once the features have been extracted. It is then fed into the LSTM network
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