IntelliDoc

IntelliDoc is web application to manage all medical reports of the user and provide analytics of the reports. An pneumonia detection model has been integarted into the application. The model is capable of detecting the if the patinet has pnemonia.

Features

  1. Medical report mamagement
  2. Graphical Analysis of the reports
  3. Pnemonia detction made with CNN

Webapp Stack:

Frontend - ReactJS
Database - Firebase
SSR - Next.js

Model

Dataset - Kaggle
Transfer learning Model - Tensorflow Hub
Hosting - Heroku + FastAPI

Contributors

Kausthub Kannan - Owner & Maintenance (APIs, ReactJS, CNN Model)
Rahul Rudra - Contributor (ReactJS)
Abhinav Naman - Contributor (ReactJS)