Jibril14/E-Health-Django-Machine-Learning

Abdulwasiu Abdullahi

Web Designer
Web Developer
Python

E-Health

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.

App Features

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.

How to Set up the application

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/
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