VishalMandrai / Healthcare-ML-Based-Web-App

HEALTHCARE+ : ML Based Web App

A disease predicting web application, which make use of machine learning in order to make predictions about various diseases like Breast Cancer, Diabetes, Heart disease, Liver disease etc.

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Different model files used for development are:

• Cancer model = Cancer Notebook.py

• Diabetes model = Diabetes Notebook.py

• Heart model = Heart Notebook.py

• Kidney model = Kidney Notebook.py

• Liver model = Liver Notebook.py

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Details of various datasets used for model development :

• Cancer : cancer.csv [In the Datasets Folder]

• Diabetes : diabetes.csv [In the Datasets Folder]

• Heart : heart.csv [In the Datasets Folder]

• Kidney : kidney_disease.csv [In the Datasets Folder]

• Liver : indian_liver_patient.csv [In the Datasets Folder]

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Tools used for project development:

• Python ( 3.7 version)

• Flask

• Pandas

• Numpy

• HTML

• CSS

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

            $ set FLASK_APP= app.py
            $ flask run 

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If you want to view the deployed model, click on the following link: https://healthcare-app-ml.herokuapp.com/

Please do ⭐ the repository, if it helped you in anyway.

Thank You! 😊