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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!