README.md

---
title: MediQuery
emoji: 🩺
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 3.36.1
app_file: app.py
pinned: false
---

# MediQuery - AI Multimodal Medical Assistant

MediQuery is an AI-powered medical assistant that analyzes chest X-rays and answers medical queries using advanced deep learning models.

## Features

- **X-ray Analysis**: Upload a chest X-ray image for AI-powered analysis
- **Medical Query**: Ask questions about medical conditions, findings, and interpretations
- **Visual Explanations**: View attention maps highlighting important areas in X-rays
- **Comprehensive Reports**: Get detailed findings and impressions in structured format

## How to Use

### Image Analysis
1. Upload a chest X-ray image
2. Click "Analyze X-ray"
3. View the analysis results and attention map

### Text Query
1. Enter your medical question
2. Click "Submit Query"
3. Read the AI-generated response

## API Documentation

This Space also provides a REST API for integration with other applications:

- `POST /api/query`: Process a text query
- `POST /api/analyze-image`: Analyze an X-ray image
- `GET /api/health`: Check API health

## About

MediQuery combines state-of-the-art image models (DenseNet/CheXNet) with medical language models (BioBERT) and a fine-tuned FLAN-T5 generator to provide accurate and informative medical assistance.

Created by Tanishk Soni


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tags: [healthcare, medical, xray, radiology, multimodal]