In a Heart Beat

In a Heart Beat

The power of deep learning at your fingertips using an interactive website.

In a Heart Beat

In a Heart Beat

The power of deep learning at your fingertips using an interactive website.

The problem In a Heart Beat solves

During recent years, the rate of heart attacks has been on the rise. In India alone, there were around 28,449 deaths due to heart attacks. Most people are apprehensive to visit a gloom environment like that of a hospital, so our product aims to elimiate the unease and instill comfort.
Our interactive website allows the user to enter his medical details, such as oxygen %, heart rate, etc. and submit it.
Our pre-trained machine learning model will accurately predict whether the person will get heart attack or not.
Based on the result, appropirate course of action will be provided to the user.

Challenges we ran into

Using Node.js for sending the form data to the backend from React was quite troublesome, so switching to Flask offered great compatibility with saving and loading the deep learning model becoming easier.

Discussion