Automatic Identification of Respiratory Diseases from Stethoscope Lung Sound Signals Using Machine Learning Classifiers

Pulmonary abnormalities encompass various lethal diseases. Chronic obstructive pulmonary disease (COPD) and pneumonia are treatable pulmonic illnesses with early diagnosis and proper prevention. Pneumonia is a pulmonary abnormality that can be caused by viruses, bacteria, or fungi. COPD subjects are

Project Title

Automatic Identification of Respiratory Diseases from Stethoscope Lung Sound Signals Using Machine Learning Classifiers

Project Area of Specialization

Biomedical Engineering

Project Summary

Pulmonary abnormalities encompass various lethal diseases. Chronic obstructive pulmonary disease (COPD) and pneumonia are treatable pulmonic illnesses with early diagnosis and proper prevention. Pneumonia is a pulmonary abnormality that can be caused by viruses, bacteria, or fungi. COPD subjects are also vulnerable to a high risk of pneumonia. The subjects who develop pneumonia are more likely to die. In this project, we will design a system for the detection of various pulmonary diseases using machine learning techniques.

Project Objectives

1-Algorithm Design & Testing on the Publically available authentic database.

2- Algorithm Implementation on the self-collected database.

3- Prototype Hardware Design.

Project Implementation Method

The use of eSteth for signal collection & then for the hardware we use the raspberry pi. Firstly we will implement all on the MATLAB & then for hardware we will go with Python Language. 

Benefits of the Project

The project can be used in the biomedical field for the identification & classification of respiratory diseases. The FYP hardware like eSteth and Raspberry Pi will be helpful for biomedical students in their Signal Processing Lab.

Technical Details of Final Deliverable

Raspberry Pi  3B+ =20,000/-

eSteth Lite-Digital Stethoscope=15,000/-

Touch LCD, HDMI Cables, Keyboard & Mouse = 20,000/-

Total Budget= 55,000/-

Final Deliverable of the Project

Hardware System

Core Industry

Health

Other Industries

Core Technology

Artificial Intelligence(AI)

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