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JUSTICE LEAGUE

  • Repository of Team Justice League in Hack Hustle 2024

  • MED-EASE CHATBOT

  • Medical Boolean Query Generator

Screenshot 2024-11-09 094404

Screenshot 2024-11-09 094448

Screenshot 2024-11-09 094634

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.