Distopia22/icd-cpt-coding-gradio

ICD-10 & CPT Coding Assistant - Gradio Frontend

AI-powered medical coding assistant that analyzes clinical provider notes and generates appropriate ICD-10 and CPT codes with detailed explanations.

Features

• —🔬 AI-Powered Analysis: Uses Groq LLaMA 3.3 70B for accurate medical coding
• —📝 User-Friendly Interface: Simple and intuitive Gradio UI
• —🏥 ICD-10 Codes: Diagnostic codes with explanations
• —💼 CPT Codes: Procedure codes with explanations
• —📊 Detailed Results: Comprehensive breakdown of coding decisions
• —🔍 API Health Check: Real-time backend status monitoring

How to Use

1. 1.Enter clinical provider notes in the text area
2. 2.Click "Analyze & Generate Codes"
3. 3.View ICD-10 and CPT codes in separate tabs
4. 4.Review explanations for each code

Backend API

This frontend connects to a FastAPI backend. Default URL: https://Distopia22-icd-cpt-coding-api.hf.space

Configure your backend URL in the API Configuration section.

Technology Stack

• —Frontend: Gradio 4.44.0
• —Backend: FastAPI
• —AI Model: Groq LLaMA 3.3 70B Versatile
• —Deployment: Hugging Face Spaces

Privacy & Security

• —No patient data is stored
• —All API calls are encrypted
• —HIPAA-compliant processing