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Ai is the new doctor's alternative that determines if you have heart disease or diabetes through a few questions

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AI Health Diagnosis System

Introduction

AI Health Diagnosis System is an open-source project that uses artificial intelligence to detect if a person is at risk of diabetes or heart disease. The system leverages machine learning models built with pandas and scikit-learn to analyze medical data and provide accurate health predictions. This software aims to be a new alternative to traditional medical consultations by offering a quick, data-driven diagnosis.

Features

  • Detects risk for diabetes and heart disease using AI models.
  • Utilizes well-known machine learning libraries like pandas ,numpy and scikit-learn.
  • User-friendly interface.
  • Available on Linux and Windows.
  • Open-source, allowing developers to contribute and improve the system.

Requirements

Before installing and running the system, ensure you have the following:

  • Python 3.7 or higher
  • pandas library
  • numpy library
  • scikit-learn library
  • Linux or Windows operating system

You can install the required dependencies using:

pip install pandas numpy scikit-learn

Installation

1. Running the Program on Linux or Windows

Download the source code from GitHub. Open a terminal or command prompt and navigate to the project directory.

On Linux:

python3 main.py

On Windows:

python main.py

How to Use

Input your medical data such as blood sugar levels, blood pressure, age, and weight. The program will analyze the data using pre-trained machine learning models and provide a diagnosis regarding the likelihood of having diabetes or heart disease. Results can be saved or shared with a medical professional for further consultation.

Contributing

We welcome contributions from the community to enhance this project. If you'd like to contribute, please follow these steps:

Fork the repository. Create a new branch for your changes. Submit your changes via a pull request.

FAQ

  1. Can I rely solely on this program for a diagnosis? No, this program should be used as a tool for guidance only. Please consult with a healthcare professional for a confirmed diagnosis.

  2. Does the program support multiple languages? Currently, the program supports English. However, you are welcome to contribute translations to

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Ai is the new doctor's alternative that determines if you have heart disease or diabetes through a few questions

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