medico-buddy

Here, I have developed a disease predicting web app which using the concept of machine learning makes predictions about various diseases like Covid-19, Heart disease, Diabetes etc.

I have also integrated it with an interactive and customized Dialogflow chatbot.

Down below are the names of the various model files used:

• Covid-19 model = solution.ipynb

• Diabetes model = diabetes.ipynb

• Heart disease model = heart.ipynb

• Medical Insurance model = Insurance.ipynb

Details of various datasets used for model development :

• Covid-19 : data.csv [In the repository]

• Diabetes : diabetes.csv [In the repository]

• Heart disease : heart.csv [In the repository]

• Medical Insurance : insurance.csv [In the repository]

Tools used for project development:

• Python ( 3.7 version)

• Flask

• Pandas

• Numpy

• HTML

• CSS

• Dialogflow

For using the project clone the repository and type the following commands in the termial:

• $ set FLASK_APP= main.py
• $ flask run

The whole project is deployed on Heroku Cloud.

Here is the link where you can access the project live : https://medico-buddy.herokuapp.com/ (If its showing application error then its probably out of dynos :p)

This project is still under development and I am planning to expand it to other diseases which will be detected using deep learning models.

Thank you!