MediGuide AI Multilingual Healthcare Intelligence

## MediGuide AI – Multilingual Healthcare Intelligence MediGuide AI is an AI-powered healthcare accessibility platform designed to help patients understand complex medical reports in their preferred language. ### The Problem Medical reports often contain complex terminology that patients struggle to understand. Language barriers can make healthcare information even more difficult to access, affecting patients' ability to prepare for consultations and ask informed questions. ### Our Solution MediGuide AI transforms medical documents into more accessible, patient-friendly information through an intelligent document-processing pipeline. ### Key Features - **Medical Document Extraction:** Uses PaddleOCR and text extraction to process uploaded medical reports. - **Clinical Entity Recognition:** Identifies important medical terms and entities using a pretrained biomedical NER model. - **Report Summarization:** Produces concise summaries to make medical information easier to review. - **Multilingual Accessibility:** Supports English, Tamil, Hindi, Telugu, Malayalam, and Kannada. - **AI Health Assistant:** Helps patients understand medical terminology and prepare questions for their doctors. - **Emergency Awareness:** Detects potentially urgent symptom descriptions and advises users to seek appropriate medical care. ### Technology Stack - Frontend: React - Backend: Python, FastAPI - OCR: PaddleOCR and PyMuPDF - NLP: Transformers and biomedical named entity recognition - Database: SQLite - Multilingual processing: Local language detection and translation components ### Innovation and Impact MediGuide AI combines medical document processing, clinical NLP, summarization, and multilingual accessibility in one platform. It aims to reduce language barriers and help patients participate more confidently in healthcare discussions. MediGuide AI is an educational support tool, not a replacement for professional medical advice, diagnosis, or treatment.