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

Upload a chest X-ray image
Click "Analyze X-ray"
View the analysis results and attention map

Text Query

Enter your medical question
Click "Submit Query"
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

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