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Heart Face

A heart sound abnormality detection system.

Description

Heart Face is an app that detects cardiac abnormalities like gallops and murmurs from heart sounds just from a smartphone microphone. The app uses the microphone to record the sounds created by the mechanical movements of the heart. From the recording, the app predicts the probability of an abnormality and notifies the user of potential gallops or murmurs using AI.

Structure

Codebase Description
app Flutter App
fastAPI fastAPI Backend
node Node.js Backend

Dependencies

App (frontend)

cupertino_icons: 0.1.2
mic_stream: 0.2.0+2
http: 0.13.1
charts_flutter: 0.10.0

Backend

pydantic==1.8.1
scipy==1.5.4
torch==1.8.1+cu102
fastapi==0.65.2
numpy==1.20.3

Installation

You can install Heart Face the following method:

  1. Clone the Repo and cd into it
    git clone https://github.com/kendreaditya/heartface.git
    cd heartface
    
  2. Install Dependencies
    flutter packages get
    
  3. Run the app
    flutter run
    

TODO List

  • Implament a Computer Vision (CV) based system for cardiac landmark detection
    • Based on the Jugular Notch and Xiphoid Process
  • Heart rate algorithm

Contribution

Whether you have ideas, translations, design changes, code cleaning, or real heavy code changes, help is always welcome. The more is done the better it gets!

heartface's People

Contributors

kendreaditya avatar

Stargazers

Leander Melms avatar

Watchers

James Cloos avatar  avatar

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