This project is a heart disease detection system developed using Python and tkinter for the user interface. It utilizes machine learning techniques, particularly an Artificial Neural Network (ANN), to predict the likelihood of a person having heart disease based on various medical parameters. The dataset used for training the ANN has been collected from nearest hospitals in India.
-
User-friendly interface developed with tkinter.
-
-
Utilizes a trained ANN model to make predictions with an accuracy of 97.40% and built user-friendly patient-input form to enter details.Her is a Sample patient-form with data -
-
Generates a PDF report with the prediction result and recommendations for the user.
-
- Clone the repository:
git clone https://github.com/your-username/heart-disease-detection.git
- cd heart-disease-detection
- pip install -r requirements.txt
- python main.py