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Predict Diabetes and its possibility of occurrence from the pathological lab reports on your own.

Home Page: https://diabetes-prediction-system.streamlit.app/

Python 100.00%
data-science dataset-generation decision-tree-classifier diabetes-prediction multipage-application randomforestclassifier slider-component streamlit-webapp visualization webapplication

diabetes-prediction-system's Introduction

Diabetes-Prediction-System

home

Problem :

Diabetes is a chronic (long-lasting) health condition that affects how your body turns food into energy. Your body breaks down most of the food you eat into sugar (glucose) and releases it into your bloodstream. When your blood sugar goes up, it signals your pancreas to release insulin.

Solution:

Diabetes Prediction and proper medical procedures to cure it. The medical show if of the Doctors'. But as Engineers, we can take the first step, i.e. prediction.

Idea:

Building an application that can predict the onset of diabetes or the possible causes of it by indicating the highly relevant factors.

Layout

├───images
├───Tabs
│   └───__pycache__
|   └─── home.py
|   └─── data.py
|   └─── predict.py
|   └─── visualize.py
|   └─── about.py
└───__pycache__
└─── main.py
└─── web_functions.py
└─── requirements.txt
└─── Procfile
└─── setup.sh

Note:

Incase the application demo doesn't start real quick, you can get an idea about how it looks like from the screenshots

2 3 4 g1 g2

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