Inspiration
Good Health and Well-being being one of the UN SDGs, I wanted to create a project in this field, which would help users with possible notions of a future heart stroke. They could first go through the first in hand diagnosis by themselves without consulting a doctor. I was going through some Kaggle Datasets and I came across a Stroke Prediction Dataset. (link) Since I'm new to Machine Learning, I decided to practice my ML skills with it. This project will not count to be 100% accurate and a patient should always seek medical consultation.
What it does
This project takes a user's cardiac related parameters and predict weather they are likely to have a Stroke.
How I built it
I used Logistic Regression Machine Learning algorithm to train the dataset into a model, and used Flask to shape this into a Web App using HTML, CSS.
Challenges we ran into
This was my first time trying to integrate Flask with ML to make a web app, so yeah, faced some challenges in figuring out the methods.
Accomplishments that we're proud of
The final polished, and working product I must say.
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