Answer Happy

This is a basic python program that processes raw ECG signals to obtain a smoothened signal, enabling the calculation of heartbeats from the peaks. Cannot remember where I got the dataset noise.csv from. Would be great if you could help with that. Also, since the waveform is denoised to obtain a processed waveform, medical examinations can be conducted on it that can help in the detection of certain types of diseases/disorders like Angina, Atrial Fibrillation, Diabetes, etc.

Frequency filtered 0.20 0.15 0.10 0.05 0.00 0.20 0.15 0.10 0.05 0.00 0 100 100 Before filtering er filtering 300 200 400 400 500 500

Time filtered -5.0 -5.5 -6.0 -6.5 -7.0 -7.5 2. 0 -2 0.0 0.0 Before filtering 0.5 1.0 After filtering 2.5 3.0 3.5 ſechachachachachachachachachache 0.5 1.0 1.5 2.0 2.5 3.0 3.5

Heart rate calculation via peaks Detected peaks in signal 3 mmmmmmmmmm. 1000 1500 2000 2500 3000 3500 2 1 -1 -2 m 500

Number of heart peaks and calculated heart rate Average Heart Beat is: 72.0 No of peaks in sample are 12