Classification of ECG data using Deep learning techniques

Make a cheap, portable single-lead ECG device. The captured stream will be then processed for predictions of what type of cardiac anomaly is present, if any. This will allow for at risk people to perform repeated scans for early detection of cardiac issues, as well for doctors to cut down on personn

Project Title

Classification of ECG data using Deep learning techniques

Project Area of Specialization

Internet of Things

Project Summary

Make a cheap, portable single-lead ECG device. The captured stream will be then processed for predictions of what type of cardiac anomaly is present, if any. This will allow for at risk people to perform repeated scans for early detection of cardiac issues, as well for doctors to cut down on personnel cost and effort.

Project Objectives

1. Make a cheap, portable ecg device
2. An andriod application to show the results of the scans.
3. Design and implement a deep learning model for processing of the ECg sample submitted. 

Project Implementation Method

The project is implemented using deep learning, the model of which will be either deployed on the cloud or integrated into the andriod application. Work on which of these approaches might be more feasible is ongoing.

Benefits of the Project

It will allow doctors as well as individual patients to have a basic diagnostic device which will allow for early detection of cardiac diseases, as well as allow doctors to cut down on time and personnel cost for basic ECG scans.

Technical Details of Final Deliverable

The andriod app will show the details of the result of the ECG sample submitted, as well as history of previous scans. Multiple patients can be added. The results of the scans will be available in both concise and detailed format. The ECG may be collected using the basic device prototype

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Medical

Other Industries

Core Technology

Internet of Things (IoT)

Other Technologies

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com