# M-TRUST: Multimodal Trustworthy Healthcare AI
[](https://badge.fury.io/py/mtrust-medical)
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
## 🏥 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
```bash
pip install mtrust-medical
Full Example in docs/getting_started.md](docs/getting_started.md)
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