M-TRUST: Bias detection and mitigation for medical AI
Project description
M-TRUST: Multimodal Trustworthy Healthcare AI
🏥 Make ANY Medical AI Model Fair and Trustworthy
M-TRUST is a bias detection and mitigation framework that wraps any medical AI model to ensure fairness across patient demographics.
✨ Features
- 🎯 4 Types of Bias Detection: Demographic, Quality, Annotation, Amplification
- 🛡️ Real-time Bias Mitigation: Automatic fairness adjustments
- 📊 Fairness Metrics: Track and report bias metrics
- 🔧 Easy Integration: One line to wrap any model
- 🏥 Medical-Specific: Designed for healthcare AI
📦 Installation
pip install mtrust-medical
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