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This is an Application of Machine Learning in Healthcare. This application can help health practitioners with the prediction of a patient having Hepatitis B, can be infused into any hospital’s existing system and can be useful in areas with scarce health personnel and limited resources.

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Gift-Ojeabulu/Hepatitis-predmedical-App

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HEPATITIS B FATALITY PREDICTOR

forthebadge made-with-python

Streamlit App

✅ Goal

In the Modern world, problem-solving is the foremost goal of almost every industry/professional. The importance of using machine learning (ML) for solving problems in healthcare can't be over-emphasized. The Goal is to help health practitioners with the prediction of a patient having Hepatitis B,this can be infused into any hospital’s existing system useful in areas with scarce health personnel and limited resources.

✅ Demo Video!

✅ Features

  • Signup & Login section - since the app is for healthcare decided to put some form of security.

  • About Hepatitis B(Home section) - This part gives you detail about Hepatitis B, causes and risk, symptoms and link to learn more about Hepatitis B.

  • Data viz and predictive analytics(Main section) - This part predicts the chances of survival of a patient having Hepatitis B using 3 Machine learning model KNN, Logistic Regression and Random Forest and give a prescription(Prescriptive Analytics).

✅ Tech stack!

* NUMPY
* MATPLOTLIB
* PANDAS
* SCIKIT-LEARN
* LIME
* SQLITE

About

This is an Application of Machine Learning in Healthcare. This application can help health practitioners with the prediction of a patient having Hepatitis B, can be infused into any hospital’s existing system and can be useful in areas with scarce health personnel and limited resources.

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