deka014 / healthAi

Symptoms and Image Based Disease Detection WebApp

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Health AI

Health AI is an integrated platform for multipurpose assistance in the field of healthcare. The idea is to build a platform that provides facilities like disease predictions based on symptoms or images.

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Home Page - Health AI

Symptom Based Detection

The symptoms based disease detection feature has more than hundred symptoms that the user can choose as input. Using the inputs from the user the machine learning models predicts the disease along with the confidence score.

  • Screenshots :

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Input - Symptom Based Detection

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Output - Symptom Based Detection

Image Based Detection

The Image based eye disease detection feature lets the user upload images of the patients eyes and then it classify the image as a disease that the patient may be suffering from.

  • Screenshots :

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Input - Image Based Detection

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Output - Image Based Detection

Node.js Server Gateway

The server is the main connection and gateway between the python scripts and the front-end. It uses JS libraries and frameworks to transfer data between the clients and the scripts.

Project Related Links

  1. PPT Presentation - https://drive.google.com/file/d/1K-XO1x4bwnrQNfZCAhZnmkDRQvb79yGv/view?usp=sharing
  2. Git Hub Link - https://github.com/deka014/healthAi

Contributing

Pull requests and issues are more than welcome.

About

Symptoms and Image Based Disease Detection WebApp


Languages

Language:EJS 43.2%Language:JavaScript 34.8%Language:Python 22.1%