Skip to content

dont-wait/diagnosis-project

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

57 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

🩺 Medical Diagnosis System

This project is an AI-powered medical diagnosis system that helps identify potential diseases based on symptoms, test results, and patient history. It's designed to support healthcare professionals and serve as an educational tool.

🧠 Features

  • ✅ Symptom-based disease prediction
  • ✅ Machine learning models trained on public health datasets
  • ✅ RESTful API for integration with other systems
  • ✅ User-friendly interface for patient data input
  • ✅ Visual output for diagnosis and recommendations

🛠️ Tech Stack

  • Backend: Python (Flask/FastAPI)
  • ML Libraries: Scikit-learn, TensorFlow, Pandas
  • Frontend: HTML/CSS (optional UI)
  • API Testing: Postman

📊 Machine Learning Models

The system uses various models, including:

  • Decision Trees
  • Random Forest
  • Support Vector Machines
  • Neural Networks

🖼️ Screenshots

🏠 Home Home Page

📝 Form Form

✅ Green Result Green

⚠️ Orange Result Orange

❌ Red Result Red

About

A web-based system for diabetes diagnosis based on post-consultation information such as symptoms and test results. Powered by machine learning, it supports early detection and provides recommendations.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors