Diabetes Prediction for Women

• 

  Diet suggestions

Inspiration

Diabetes patients glucose levels keep changing frequently and most of the time users are unable to get their glucose level at that instant. Also, the main challenge of diabetes patients is to maintain their blood sugar levels.

What it does

So this app, predicts the glucose level in real time based on parameters like pregnancies, bmi, age, blood pressure, insulin level and also gives the level of diabetes of the patient. It suggests the diet that diabetic patients should have based on their diabetes level

How we built it

We built the classifier to predict glucose level using machine learning algorithm - multivariate linear regression. We build the web app using Flask, HTML, scikitlearn,excel and Python.

Challenges we ran into

Integrating the classifier with Flask, deciding the classifier to be used.

Accomplishments that we're proud of

Predicting glucose levels and successfully creating diet suggestions

What we learned

Python, machine learning,flask

What's next for Diabetes Prediction for Women

Suggesting doctors near by for diabetic patient treatment

Github link : https://github.com/shravik/Diabetes-Prediction-for-Women

Built With

• excel
• flask
• html
• matplotlib
• python
• scikit-learn