EHealth is an online Medical website where patient can register, predict there Diabetes status, and build a medical history. This project uses diabetes dataset related to people (age, sex, bmi, ldl etc..) who have been given a value that corresponds to a certain progression of diabetes. A machine learning model was developed with a test set for evaluating model (30% testing & 70% training) and then use to build this app. for every user inputs of (age, sex, bmi, ldl etc…) a prediction of a certain progression of diabetes can be made before having clinical trials.
Built with Django, Pandas, scikit-learn Bootstrap and Javascript.
- Machine learning prediction model for diabetes.
- Multiple custom user type Doctor/Patient.
- Patient can register, predict there Diabetes status, and build a medical history
- Admin can view Patient information and medical history.
- Patient can view, download results of diabetes & medical history recorded in PDF format.
Open terminal and use git clone command to download the remote Github repository to your computer
1. git clone
2. cd e_health
3. python3 -m venv venv
4. venv/bin/activate
5. pip3 install -r requirements.txt
6. Generate a new secret key or use default
7. python manage.py makemigrations
8. python manage.py migrate
9. python manage.py createsuperuser
10. python manage.py runserver
11. visit live server at http://127.0.0.1:8000/