MedGuide AI is a machine-learning based project designed to predict a possible disease from selected symptoms and provide medical-system and specialist recommendations.
The project is being developed as a multi-stage system using Machine Learning, Python, Flask, and a web-based frontend.
The main objectives of MedGuide AI are:
- Predict a possible disease based on selected symptoms.
- Provide the top disease predictions with confidence values.
- Recommend a primary medical system based on the prediction.
- Provide specialist recommendations.
- Provide complementary recommendations such as yoga-based practices where applicable.
- Provide explainable information about the prediction.
- Develop a simple web interface for users.
The planned MedGuide AI pipeline is:
User Symptoms ↓ Data Preprocessing ↓ Model 1: Disease Prediction ↓ Predicted Disease ↓ Model 2: Medical System Recommendation ↓ Specialist Recommendation ↓ Complementary Recommendation