Blockchain-Integrated Medical Imaging - Secure Diagnostics using Deep Learning

Overview

This project leverages the power of convolutional neural networks (CNNs) for medical imaging classification, combined with blockchain technology for secure and immutable report storage. The application is designed to classify chest X-ray images and brain MRI scans, providing diagnostic results that are stored on the Ethereum blockchain prototype.

source: https://unsplash.com/photos/purple-and-pink-plasma-ball-OgvqXGL7XO4

Required Packages

To run this project, you will need to install all the packages listed in

requirements.txt

Running The project

To run the project, first download ganache to simulate our blockchain for free from the official website and create a workspace, then as shown below select an option from Quickstart or New Workspace

After the setup you can run the project using the command

  streamlit run bc_integration.py

Sample Output for Chest Classification

Sample Output for Brain Classification