🩺 Doc Assis – Clinical Decision Support AI
Doc Assis is an AI-based clinical decision support system that helps doctors or nurses analyze patient history, lab reports, and symptoms through a conversational interface. It assists in clinical reasoning by asking follow-up questions and providing a tentative diagnosis only when requested.
🔍 What This Project Does
Accepts Patient History PDF and Lab Results PDF
Extracts and analyzes medical text from PDFs
Interacts with the user like a doctor by asking relevant questions
Displays a patient snapshot (name, age, gender if available)
Shows basic lab charts (HbA1c, Cholesterol, Blood Pressure)
Generates a clinical impression only when the user asks
Allows resetting the system for a new patient
🛠️ Tech Stack Used
Frontend: Streamlit
Backend: Python
AI Model: OpenAI (GPT-based model)
Workflow Orchestration: LangGraph
PDF Processing: PyPDF
Charts & Visualization: Pandas, Streamlit
Environment Management: python-dotenv