Classification of Liver Diseases using Neural Networks

Our project classify the liver disease using neural network. It has a probe which contain vibration motors and ultrasonic sensor. The ultrasonic sensor tracks the shear waves of vibrator motors and echo back. The echo back wave is then converted to elasticity through formula, and then this

Project Title

Classification of Liver Diseases using Neural Networks

Project Area of Specialization

NeuroTech

Project Summary

Our project classify the liver disease using neural network. It has a probe which contain vibration motors and ultrasonic sensor. The ultrasonic sensor tracks the shear waves of vibrator motors and echo back. The echo back wave is then converted to elasticity through formula, and then this value is feed to the trained network to classify the elasticity value and give identification of which liver disease it is.

Project Objectives

The main objective of our project are as follows:

• Classification of liver disease at its early stage.
• Non-invasive method
• Inexpensive test results.

Project Implementation Method

Project implementation method include following steps:

1. Testing of Ultrasonic sensors and flat vibrators motors.
2. Integration of both sensors using arduino.
3. Testing of integrated device.
4. Training of neural network.
5. Integration of neural network with device to take live values and classify the result.

Benefits of the Project

The benefits of our project are :

1. Give the result quickly.
2. Non invasive method .
3. No needles and syringes are requird.

Technical Details of Final Deliverable

Technical details of final deliverables include following:

1. Final training of neural network and beginning of the testing phase.
2. Testing the first module and crosschecking the values obtained from the scanner with the experimental values.
3. Clinical tests to check whether live testing is possible hassle free.

Final Deliverable of the Project

HW/SW integrated system

Type of Industry

Medical

Technologies

NeuroTech

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

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