Grandkojo/feverdiff-api

🏥 FeverDiff AI - Ghana Fever Diagnostic System

AI-Powered Fever Diagnosis for Ghana

🎯 What This Does

FeverDiff AI helps healthcare workers diagnose fever-related illnesses common in Ghana:

• —🦟 Malaria
• —🦠 Dengue Fever
• —🤒 Chikungunya
• —🔥 Typhoid Fever
• —🔀 Co-infections

📊 Model Performance

• —Overall Accuracy: 73%
• —Malaria: 96.7%
• —Typhoid: 100%
• —Dengue: 67.6%
• —Chikungunya: 60%
• —Response Time: 2-3 seconds

🚀 How to Use

1. 1.Enter patient information in the form
2. 2.Click "🔍 Diagnose Patient"
3. 3.Get instant diagnosis with confidence scores
4. 4.Review treatment recommendations

🔬 Technology

• —AI Model: Google MedGemma 1.5 (4B parameters)
• —Framework: Gradio + PyTorch
• —Optimization: 8-bit quantization for fast inference

⚠️ Important Disclaimer

This is a research prototype for educational purposes only. It is NOT a substitute for professional medical diagnosis. All diagnoses must be confirmed by qualified medical professionals.

🏆 Project Info

Built for Google's Med-Gemma Impact Challenge Designed to assist healthcare workers in resource-limited settings in Ghana

For Healthcare Professionals Only