Disease Prediction Project:

This is one of major project of my Postgraduate degree program.

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

Table of Content

• Demo
• Cancer model
• Diabetes model
• Heart model
• Liver model
• Kidney model
• Malaria model
• Pneumonia model
• Bug / Feature Request
• Future scope of project

Demo

Cancer model

Diabetes model

Heart model

Liver model

Details of various datasets used for model development :

• Cancer : cancer.csv [In the repository]

• Diabetes : diabetes.csv [In the repository]

• Heart : heart.csv [In the repository]

• Liver : https://www.kaggle.com/uciml/indian-liver-patient-records

• Kidney : https://www.kaggle.com/mansoordaku/ckdisease

• Malaria : https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria

• Pneumonia: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

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Tools used for project development:

• Python ( 3.7 version)

• Flask

• OpenCV

• Pandas

• Numpy

• HTML

• CSS

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

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

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Thank you!