# ECG-Signal-Processing

**Repository Path**: skymac/ECG-Signal-Processing

## Basic Information

- **Project Name**: ECG-Signal-Processing
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-11-07
- **Last Updated**: 2023-11-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ECG-Signal-Processing
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

<img src = images/freq-d.PNG width = 400>

## Time filtered

<img src = images/time-d.PNG width = 400>

## Heart rate calculation via peaks

<img src = images/heart-rate.PNG width = 400>

## Number of heart peaks and calculated heart rate

<img src = images/result.png width = 400>