/Oraheal

Machine Learning Based web application used by doctors to prescribe medical reports based on text data

Primary LanguageJupyter Notebook

Oraheal

A NLP-based prescription application that uses state-of-the-art machine learning algorithms to provide doctors/patients with faster, more accurate prescription recommendations for their patients. This application is designed to reduce the time it takes for a doctor to write a prescription.

Features:

Quick and easy prescription recommendation
Medicine recommendation
User-friendly interface for physicians

Prerequisites:

A modern web browser
A working internet connection
Installation
To run the AI-Prescription-App on your local machine, you will need to clone the repository to your computer:

Copy code:

https://github.com/Sagnik220/Oraheal.git

Architecture Design:

Technolgies Used:

Frotend: Html,CSS,MaterialUI
Backend: Flask
Model: Bagging Classifier[Training Accuracy Score: 99.8%,Validation Accuracy Score: 99.5%]

Contributions

We welcome contributions to the AI-Prescription-App. If you have an idea for a new feature or you have found a bug, please open an issue on GitHub and we will do our best to address it.