Menu

1 / 6

Building MedAI — An AI-Powered Disease Prediction & Clinical Decision Support System

DEV Community·Srimukh Vishnubotla·7 months ago
#jwWEjWCi
#collection#ai#python#mongodb#ollama
Reading 0:00
15s threshold

MedAI is a Flask-served Python application backed by MongoDB for clinical data persistence. The system combines RAG-powered disease retrieval across 14,000+ Human Disease Ontology entries, rule-based vital risk scoring, medical imaging analysis, and multi-turn AI chat — all running entirely on-device with no cloud dependency.

Team Members

This project was developed by:

@v_srimukh — V. Srimukh

@vamshidhar_reddy — M. Vamshidhar Reddy

@s_narendhar — S. Narendhar

@pavan_sri_ram — A. Pavan Sri Ram

We would like to express our sincere gratitude to @chanda_rajkumar for their invaluable guidance and support throughout this project. Their insights into system design, architecture, and the RAG pipeline played a key role in shaping MedAI.

The Problem We Set Out to Solve

Clinical decision support tools are expensive.…

Continue reading — create a free account

Join HashtagPLUS to read full articles, follow hashtags, vote, and join the conversation.