JUSTICE LEAGUE

• Repository of Team Justice League in Hack Hustle 2024

• MED-EASE CHATBOT

• Medical Boolean Query Generator

This repository contains the code for a Medical Boolean Query Generator. This tool is designed to assist users in constructing complex boolean queries for medical literature searches, especially useful for systematic reviews and research purposes.

Features

• Query Generation: Automates the creation of boolean queries based on user input.
• Medical Terminology Handling: Incorporates medical terms and synonyms to broaden search scope.
• Interactive User Interface: Uses Gradio for a user-friendly experience.
• Text-to-Audio Conversion: Provides audio feedback of generated queries, enhancing accessibility and user engagement.

Project Structure

• Justice_League_Final.ipynb: Jupyter Notebook containing the full implementation of the boolean query generator.
• requirements.txt: List of dependencies required to run the project.

How to Run

1. Clone this repository:

   git clone <repository-url>

2. Install the required packages: pip install -r requirements.txt
3. Open and run the Jupyter Notebook or execute the Gradio app.

Techstack Used

• Python
• Natural Language Processing (NLP) with NLTK and SpaCy
• Gradio
• GttS (Google Text to Speech)
• Google Colab

Dataset :

https://huggingface.co/datasets/jackf7499/MIMIC-IV-Ext_Triage_Instruction_Corpus/blob/main/MIETIC_v1.csv

Use Cases

• Systematic Reviews
• Medical Research
• Literature Search Optimization

Acknowledgments

• The medical research communities for providing valuable dataset insights that helped shape the development of this project.